Pandas Profiling Report

Dataset statistics

Number of variables	41
Number of observations	5004
Missing cells	24143
Missing cells (%)	11.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.5 MiB
Average record size in memory	2.8 KiB

Variable types

CAT	39
URL	1
NUM	1

Warnings

`brand` has a high cardinality: 77 distinct values	High cardinality
`model` has a high cardinality: 4933 distinct values	High cardinality
`2G_bands` has a high cardinality: 183 distinct values	High cardinality
`3G_bands` has a high cardinality: 441 distinct values	High cardinality
`4G_bands` has a high cardinality: 586 distinct values	High cardinality
`network_speed` has a high cardinality: 181 distinct values	High cardinality
`announced` has a high cardinality: 568 distinct values	High cardinality
`status` has a high cardinality: 131 distinct values	High cardinality
`dimentions` has a high cardinality: 4005 distinct values	High cardinality
`weight_g` has a high cardinality: 760 distinct values	High cardinality
`weight_oz` has a high cardinality: 350 distinct values	High cardinality
`SIM` has a high cardinality: 68 distinct values	High cardinality
`display_type` has a high cardinality: 160 distinct values	High cardinality
`display_resolution` has a high cardinality: 2312 distinct values	High cardinality
`display_size` has a high cardinality: 536 distinct values	High cardinality
`OS` has a high cardinality: 479 distinct values	High cardinality
`CPU` has a high cardinality: 474 distinct values	High cardinality
`Chipset` has a high cardinality: 467 distinct values	High cardinality
`GPU` has a high cardinality: 137 distinct values	High cardinality
`memory_card` has a high cardinality: 156 distinct values	High cardinality
`internal_memory` has a high cardinality: 308 distinct values	High cardinality
`RAM` has a high cardinality: 187 distinct values	High cardinality
`primary_camera` has a high cardinality: 599 distinct values	High cardinality
`secondary_camera` has a high cardinality: 334 distinct values	High cardinality
`WLAN` has a high cardinality: 157 distinct values	High cardinality
`bluetooth` has a high cardinality: 96 distinct values	High cardinality
`GPS` has a high cardinality: 84 distinct values	High cardinality
`radio` has a high cardinality: 86 distinct values	High cardinality
`USB` has a high cardinality: 94 distinct values	High cardinality
`sensors` has a high cardinality: 103 distinct values	High cardinality
`battery` has a high cardinality: 828 distinct values	High cardinality
`colors` has a high cardinality: 1679 distinct values	High cardinality
`approx_price_EUR` has a high cardinality: 110 distinct values	High cardinality
`3G_bands` has 1504 (30.1%) missing values	Missing
`4G_bands` has 3710 (74.1%) missing values	Missing
`network_speed` has 1486 (29.7%) missing values	Missing
`weight_g` has 487 (9.7%) missing values	Missing
`weight_oz` has 487 (9.7%) missing values	Missing
`display_resolution` has 79 (1.6%) missing values	Missing
`OS` has 1442 (28.8%) missing values	Missing
`CPU` has 1483 (29.6%) missing values	Missing
`Chipset` has 2256 (45.1%) missing values	Missing
`GPU` has 2361 (47.2%) missing values	Missing
`internal_memory` has 513 (10.3%) missing values	Missing
`RAM` has 1648 (32.9%) missing values	Missing
`primary_camera` has 280 (5.6%) missing values	Missing
`secondary_camera` has 294 (5.9%) missing values	Missing
`NFC` has 4259 (85.1%) missing values	Missing
`radio` has 57 (1.1%) missing values	Missing
`sensors` has 1604 (32.1%) missing values	Missing
`colors` has 57 (1.1%) missing values	Missing
`model` is uniformly distributed	Uniform
`df_index` has unique values	Unique

Reproduction

Analysis started	2020-10-31 14:03:33.041421
Analysis finished	2020-10-31 14:03:53.594423
Duration	20.55 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

df_index
Real number (ℝ_≥0)

UNIQUE

Distinct	5004
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4252.963429
Minimum	0
Maximum	8608
Zeros	1
Zeros (%)	< 0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	0
5-th percentile	489.15
Q1	2284.75
median	4097.5
Q3	6355.25
95-th percentile	8088.85
Maximum	8608
Range	8608
Interquartile range (IQR)	4070.5

Descriptive statistics

Standard deviation	2389.681416
Coefficient of variation (CV)	0.5618861896
Kurtosis	-1.109067111
Mean	4252.963429
Median Absolute Deviation (MAD)	2044
Skewness	0.02955276225
Sum	21281829
Variance	5710577.269
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4094	1	< 0.1%
569	1	< 0.1%
4655	1	< 0.1%
2608	1	< 0.1%
561	1	< 0.1%
6706	1	< 0.1%
4659	1	< 0.1%
6710	1	< 0.1%
4663	1	< 0.1%
6714	1	< 0.1%
557	1	< 0.1%
4667	1	< 0.1%
2620	1	< 0.1%
573	1	< 0.1%
6718	1	< 0.1%
4671	1	< 0.1%
577	1	< 0.1%
6722	1	< 0.1%
6702	1	< 0.1%
4651	1	< 0.1%
2416	1	< 0.1%
4635	1	< 0.1%
4623	1	< 0.1%
529	1	< 0.1%
6674	1	< 0.1%
Other values (4979)	4979	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
8608	1	< 0.1%
8606	1	< 0.1%
8594	1	< 0.1%
8592	1	< 0.1%
8591	1	< 0.1%
8588	1	< 0.1%
8587	1	< 0.1%
8585	1	< 0.1%
8583	1	< 0.1%
8582	1	< 0.1%

brand
Categorical

HIGH CARDINALITY

Distinct	77
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

Samsung	870
LG	446
Nokia	347
Motorola	295
HTC	227
Other values (72)	2819

Common Values
Overview

Value	Count	Frequency (%)
Samsung	870	17.4%
LG	446	8.9%
Nokia	347	6.9%
Motorola	295	5.9%
HTC	227	4.5%
Micromax	218	4.4%
Huawei	217	4.3%
Lenovo	158	3.2%
Sony Ericsson	156	3.1%
alcatel	149	3.0%
Asus	126	2.5%
ZTE	122	2.4%
BLU	102	2.0%
Sony	102	2.0%
Spice	101	2.0%
Acer	94	1.9%
Celkon	71	1.4%
QMobile	65	1.3%
Allview	64	1.3%
BlackBerry	63	1.3%
Karbonn	58	1.2%
Oppo	55	1.1%
Gionee	54	1.1%
Apple	51	1.0%
XOLO	49	1.0%
Other values (52)	744	14.9%

Frequencies of value counts

Unique

Unique	5 ?
Unique (%)	0.1%

Histogram of lengths of the category

Length

Max length	13
Median length	6
Mean length	5.821742606
Min length	2

Overview of Unicode Properties

Unique unicode characters	51
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
o	2965	10.2%
a	2810	9.6%
n	1889	6.5%
i	1716	5.9%
s	1622	5.6%
e	1475	5.1%
u	1268	4.4%
S	1260	4.3%
m	1213	4.2%
l	1129	3.9%
r	1077	3.7%
g	956	3.3%
c	905	3.1%
L	799	2.7%
M	675	2.3%
t	630	2.2%
G	535	1.8%
k	509	1.7%
H	480	1.6%
T	403	1.4%
y	371	1.3%
A	366	1.3%
p	366	1.3%
N	361	1.2%
C	329	1.1%
Other values (26)	3023	10.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	22190	76.2%
Uppercase Letter	6706	23.0%
Space Separator	159	0.5%
Dash Punctuation	65	0.2%
Decimal Number	12	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	1260	18.8%
L	799	11.9%
M	675	10.1%
G	535	8.0%
H	480	7.2%
T	403	6.0%
A	366	5.5%
N	361	5.4%
C	329	4.9%
E	304	4.5%
B	245	3.7%
P	183	2.7%
O	173	2.6%
Z	122	1.8%
U	119	1.8%
X	96	1.4%
Q	87	1.3%
K	66	1.0%
V	53	0.8%
D	17	0.3%
Y	13	0.2%
I	9	0.1%
W	8	0.1%
J	3	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	2965	13.4%
a	2810	12.7%
n	1889	8.5%
i	1716	7.7%
s	1622	7.3%
e	1475	6.6%
u	1268	5.7%
m	1213	5.5%
l	1129	5.1%
r	1077	4.9%
g	956	4.3%
c	905	4.1%
t	630	2.8%
k	509	2.3%
y	371	1.7%
p	366	1.6%
v	325	1.5%
w	281	1.3%
x	219	1.0%
b	209	0.9%
h	87	0.4%
f	63	0.3%
d	58	0.3%
z	47	0.2%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	65	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	12	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	159	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28896	99.2%
Common	236	0.8%

Most frequent Latin characters

Value	Count	Frequency (%)
o	2965	10.3%
a	2810	9.7%
n	1889	6.5%
i	1716	5.9%
s	1622	5.6%
e	1475	5.1%
u	1268	4.4%
S	1260	4.4%
m	1213	4.2%
l	1129	3.9%
r	1077	3.7%
g	956	3.3%
c	905	3.1%
L	799	2.8%
M	675	2.3%
t	630	2.2%
G	535	1.9%
k	509	1.8%
H	480	1.7%
T	403	1.4%
y	371	1.3%
A	366	1.3%
p	366	1.3%
N	361	1.2%
C	329	1.1%
Other values (23)	2787	9.6%

Most frequent Common characters

Value	Count	Frequency (%)
	159	67.4%
-	65	27.5%
2	12	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29132	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
o	2965	10.2%
a	2810	9.6%
n	1889	6.5%
i	1716	5.9%
s	1622	5.6%
e	1475	5.1%
u	1268	4.4%
S	1260	4.3%
m	1213	4.2%
l	1129	3.9%
r	1077	3.7%
g	956	3.3%
c	905	3.1%
L	799	2.7%
M	675	2.3%
t	630	2.2%
G	535	1.8%
k	509	1.7%
H	480	1.6%
T	403	1.4%
y	371	1.3%
A	366	1.3%
p	366	1.3%
N	361	1.2%
C	329	1.1%
Other values (26)	3023	10.4%

model
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	4933
Distinct (%)	98.6%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

One	3
M2	3
A77	3
Hero	3
X500	3
Other values (4928)	4989

Common Values
Overview

Value	Count	Frequency (%)
One	3	0.1%
M2	3	0.1%
A77	3	0.1%
Hero	3	0.1%
X500	3	0.1%
A10	3	0.1%
M600	3	0.1%
A60	2	< 0.1%
A37	2	< 0.1%
Speed	2	< 0.1%
X335	2	< 0.1%
G4	2	< 0.1%
A21	2	< 0.1%
W900	2	< 0.1%
W380	2	< 0.1%
X800	2	< 0.1%
G810	2	< 0.1%
A390	2	< 0.1%
V5	2	< 0.1%
150	2	< 0.1%
K3	2	< 0.1%
W395	2	< 0.1%
X3	2	< 0.1%
G900	2	< 0.1%
A1	2	< 0.1%
Other values (4908)	4947	98.9%

Frequencies of value counts

Unique

Unique	4869 ?
Unique (%)	97.3%

Histogram of lengths of the category

Length

Max length	32
Median length	9
Mean length	9.810751399
Min length	1

Overview of Unicode Properties

Unique unicode characters	74
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	5429	11.1%
0	2840	5.8%
a	2624	5.3%
e	2084	4.2%
i	2041	4.2%
o	1597	3.3%
5	1399	2.8%
1	1350	2.7%
r	1320	2.7%
2	1300	2.6%
l	1297	2.6%
3	1153	2.3%
n	1125	2.3%
t	1047	2.1%
u	1017	2.1%
s	972	2.0%
G	914	1.9%
S	894	1.8%
7	828	1.7%
P	827	1.7%
6	810	1.6%
T	787	1.6%
M	762	1.6%
A	745	1.5%
8	735	1.5%
Other values (49)	13196	26.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20095	40.9%
Decimal Number	11563	23.6%
Uppercase Letter	11259	22.9%
Space Separator	5429	11.1%
Dash Punctuation	249	0.5%
Other Punctuation	222	0.5%
Close Punctuation	109	0.2%
Open Punctuation	108	0.2%
Math Symbol	59	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
G	914	8.1%
S	894	7.9%
P	827	7.3%
T	787	7.0%
M	762	6.8%
A	745	6.6%
X	640	5.7%
E	582	5.2%
I	556	4.9%
C	515	4.6%
D	508	4.5%
L	478	4.2%
O	379	3.4%
Z	285	2.5%
R	274	2.4%
N	265	2.4%
F	254	2.3%
K	252	2.2%
V	245	2.2%
B	232	2.1%
W	227	2.0%
U	161	1.4%
H	149	1.3%
Q	145	1.3%
J	99	0.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	2624	13.1%
e	2084	10.4%
i	2041	10.2%
o	1597	7.9%
r	1320	6.6%
l	1297	6.5%
n	1125	5.6%
t	1047	5.2%
u	1017	5.1%
s	972	4.8%
d	673	3.3%
m	647	3.2%
y	563	2.8%
c	539	2.7%
x	539	2.7%
p	434	2.2%
h	360	1.8%
b	317	1.6%
v	233	1.2%
g	191	1.0%
f	167	0.8%
k	122	0.6%
q	75	0.4%
w	66	0.3%
z	31	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	5429	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	2840	24.6%
5	1399	12.1%
1	1350	11.7%
2	1300	11.2%
3	1153	10.0%
7	828	7.2%
6	810	7.0%
8	735	6.4%
9	600	5.2%
4	548	4.7%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	249	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	108	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	109	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	59	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	193	86.9%
@	11	5.0%
'	10	4.5%
&	4	1.8%
/	2	0.9%
:	1	0.5%
*	1	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	31354	63.9%
Common	17739	36.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	2624	8.4%
e	2084	6.6%
i	2041	6.5%
o	1597	5.1%
r	1320	4.2%
l	1297	4.1%
n	1125	3.6%
t	1047	3.3%
u	1017	3.2%
s	972	3.1%
G	914	2.9%
S	894	2.9%
P	827	2.6%
T	787	2.5%
M	762	2.4%
A	745	2.4%
d	673	2.1%
m	647	2.1%
X	640	2.0%
E	582	1.9%
y	563	1.8%
I	556	1.8%
c	539	1.7%
x	539	1.7%
C	515	1.6%
Other values (27)	6047	19.3%

Most frequent Common characters

Value	Count	Frequency (%)
	5429	30.6%
0	2840	16.0%
5	1399	7.9%
1	1350	7.6%
2	1300	7.3%
3	1153	6.5%
7	828	4.7%
6	810	4.6%
8	735	4.1%
9	600	3.4%
4	548	3.1%
-	249	1.4%
.	193	1.1%
)	109	0.6%
(	108	0.6%
+	59	0.3%
@	11	0.1%
'	10	0.1%
&	4	< 0.1%
/	2	< 0.1%
:	1	< 0.1%
*	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49093	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	5429	11.1%
0	2840	5.8%
a	2624	5.3%
e	2084	4.2%
i	2041	4.2%
o	1597	3.3%
5	1399	2.8%
1	1350	2.7%
r	1320	2.7%
2	1300	2.6%
l	1297	2.6%
3	1153	2.3%
n	1125	2.3%
t	1047	2.1%
u	1017	2.1%
s	972	2.0%
G	914	1.9%
S	894	1.8%
7	828	1.7%
P	827	1.7%
6	810	1.6%
T	787	1.6%
M	762	1.6%
A	745	1.5%
8	735	1.5%
Other values (49)	13196	26.9%

network_technology
Categorical

Distinct	35
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

GSM / HSPA	1864
GSM	1279
GSM / HSPA / LTE	1028
No cellular connectivity	226
GSM / UMTS	150
Other values (30)	457

Common Values
Overview

Value	Count	Frequency (%)
GSM / HSPA	1864	37.3%
GSM	1279	25.6%
GSM / HSPA / LTE	1028	20.5%
No cellular connectivity	226	4.5%
GSM / UMTS	150	3.0%
GSM / CDMA / HSPA / EVDO / LTE	119	2.4%
CDMA / EVDO	102	2.0%
GSM / CDMA / HSPA / LTE	53	1.1%
CDMA / EVDO / LTE	44	0.9%
GSM / CDMA / HSPA / EVDO	24	0.5%
GSM / HSPA / EVDO / LTE	18	0.4%
GSM / CDMA / EVDO	16	0.3%
CDMA / CDMA2000	14	0.3%
CDMA	9	0.2%
GSM / CDMA	8	0.2%
CDMA / HSPA / EVDO / LTE	7	0.1%
GSM / LTE	6	0.1%
HSPA / LTE	4	0.1%
GSM / CDMA / HSPA	4	0.1%
LTE	3	0.1%
GSM / HSPA / CDMA2000 / LTE	3	0.1%
GSM / CDMA2000	3	0.1%
CDMA / LTE	3	0.1%
CDMA / HSPA / EVDO	2	< 0.1%
CDMA / HSPA / LTE	2	< 0.1%
Other values (10)	13	0.3%

Frequencies of value counts

Unique

Unique	7 ?
Unique (%)	0.1%

Histogram of lengths of the category

Length

Max length	34
Median length	10
Mean length	10.97002398
Min length	3

Overview of Unicode Properties

Unique unicode characters	31
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	10780	19.6%
S	7876	14.3%
M	5173	9.4%
/	5164	9.4%
G	4584	8.4%
A	3573	6.5%
H	3138	5.7%
P	3138	5.7%
E	1631	3.0%
T	1448	2.6%
L	1294	2.4%
D	772	1.4%
c	678	1.2%
l	678	1.2%
o	452	0.8%
e	452	0.8%
n	452	0.8%
t	452	0.8%
i	452	0.8%
C	435	0.8%
V	337	0.6%
O	337	0.6%
N	226	0.4%
u	226	0.4%
a	226	0.4%
Other values (6)	920	1.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	34116	62.1%
Space Separator	10780	19.6%
Other Punctuation	5164	9.4%
Lowercase Letter	4746	8.6%
Decimal Number	88	0.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	7876	23.1%
M	5173	15.2%
G	4584	13.4%
A	3573	10.5%
H	3138	9.2%
P	3138	9.2%
E	1631	4.8%
T	1448	4.2%
L	1294	3.8%
D	772	2.3%
C	435	1.3%
V	337	1.0%
O	337	1.0%
N	226	0.7%
U	154	0.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	10780	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	5164	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
c	678	14.3%
l	678	14.3%
o	452	9.5%
e	452	9.5%
n	452	9.5%
t	452	9.5%
i	452	9.5%
u	226	4.8%
a	226	4.8%
r	226	4.8%
v	226	4.8%
y	226	4.8%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	66	75.0%
2	22	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	38862	70.8%
Common	16032	29.2%

Most frequent Latin characters

Value	Count	Frequency (%)
S	7876	20.3%
M	5173	13.3%
G	4584	11.8%
A	3573	9.2%
H	3138	8.1%
P	3138	8.1%
E	1631	4.2%
T	1448	3.7%
L	1294	3.3%
D	772	2.0%
c	678	1.7%
l	678	1.7%
o	452	1.2%
e	452	1.2%
n	452	1.2%
t	452	1.2%
i	452	1.2%
C	435	1.1%
V	337	0.9%
O	337	0.9%
N	226	0.6%
u	226	0.6%
a	226	0.6%
r	226	0.6%
v	226	0.6%
Other values (2)	380	1.0%

Most frequent Common characters

Value	Count	Frequency (%)
	10780	67.2%
/	5164	32.2%
0	66	0.4%
2	22	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54894	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	10780	19.6%
S	7876	14.3%
M	5173	9.4%
/	5164	9.4%
G	4584	8.4%
A	3573	6.5%
H	3138	5.7%
P	3138	5.7%
E	1631	3.0%
T	1448	2.6%
L	1294	2.4%
D	772	1.4%
c	678	1.2%
l	678	1.2%
o	452	0.8%
e	452	0.8%
n	452	0.8%
t	452	0.8%
i	452	0.8%
C	435	0.8%
V	337	0.6%
O	337	0.6%
N	226	0.4%
u	226	0.4%
a	226	0.4%
Other values (6)	920	1.7%

2G_bands
Categorical

HIGH CARDINALITY

Distinct	183
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

GSM 850 / 900 / 1800 / 1900	1856
GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2	860
GSM 900 / 1800 / 1900	501
GSM 900 / 1800 - SIM 1 & SIM 2	312
GSM 900 / 1800	271
Other values (178)	1204

Common Values
Overview

Value	Count	Frequency (%)
GSM 850 / 900 / 1800 / 1900	1856	37.1%
GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2	860	17.2%
GSM 900 / 1800 / 1900	501	10.0%
GSM 900 / 1800 - SIM 1 & SIM 2	312	6.2%
GSM 900 / 1800	271	5.4%
NA	225	4.5%
CDMA 800 / 1900	195	3.9%
GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2 (dual-SIM model only)	178	3.6%
GSM 900 / 1800 / 1900 - SIM 1 & SIM 2	156	3.1%
GSM 850 / 900 / 1800 / 1900 - SIM 1	57	1.1%
GSM 900 / 1800 - SIM 1	57	1.1%
GSM 850 / 900 / 1800 / 1900 - all versions	54	1.1%
GSM 850 / 1900	19	0.4%
GSM 900 / 1800 / 1900 - SIM 1	17	0.3%
GSM 850 / 1800 / 1900	15	0.3%
GSM 850 / 900 / 1800 / 1900 - all models	12	0.2%
CDMA 800 / 1700 / 1900 / 2100	8	0.2%
CDMA 800	7	0.1%
GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2 (optional)	7	0.1%
	7	0.1%
GSM 900 / 1800 - SIM1 & SIM 2	6	0.1%
GSM 900 / 1800 - SIM 1 & SIM 2 (dual-SIM model only)	4	0.1%
GSM 900 / 1800 / 1900 - SIM 1 & SIM 2 (dual-SIM model only)	4	0.1%
GSM 850 / 1900 - SIM 1 & SIM 2	3	0.1%
GSM 850 / 900 / 1800 / 1900 NA	3	0.1%
Other values (158)	170	3.4%

Frequencies of value counts

Unique

Unique	149 ?
Unique (%)	3.0%

Histogram of lengths of the category

Length

Max length	65
Median length	28
Mean length	29.83752998
Min length	1

Overview of Unicode Properties

Unique unicode characters	66
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	42290	28.3%
0	30014	20.1%
/	11815	7.9%
1	10395	7.0%
9	8629	5.8%
M	8263	5.5%
S	8026	5.4%
8	7940	5.3%
G	4564	3.1%
I	3463	2.3%
5	3239	2.2%
-	2114	1.4%
2	1647	1.1%
&	1567	1.0%
l	724	0.5%
A	491	0.3%
o	474	0.3%
d	392	0.3%
a	272	0.2%
e	265	0.2%
n	265	0.2%
D	258	0.2%
C	250	0.2%
N	231	0.2%
(	205	0.1%
Other values (41)	1514	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	62066	41.6%
Space Separator	42290	28.3%
Uppercase Letter	25685	17.2%
Other Punctuation	13384	9.0%
Lowercase Letter	3358	2.2%
Dash Punctuation	2114	1.4%
Open Punctuation	205	0.1%
Close Punctuation	205	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	8263	32.2%
S	8026	31.2%
G	4564	17.8%
I	3463	13.5%
A	491	1.9%
D	258	1.0%
C	250	1.0%
N	231	0.9%
E	21	0.1%
T	20	0.1%
R	18	0.1%
L	17	0.1%
H	12	< 0.1%
Z	9	< 0.1%
F	7	< 0.1%
V	6	< 0.1%
K	5	< 0.1%
J	5	< 0.1%
P	4	< 0.1%
W	4	< 0.1%
O	3	< 0.1%
B	2	< 0.1%
Y	2	< 0.1%
X	2	< 0.1%
U	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	42290	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	30014	48.4%
1	10395	16.7%
9	8629	13.9%
8	7940	12.8%
5	3239	5.2%
2	1647	2.7%
3	80	0.1%
6	49	0.1%
7	46	0.1%
4	27	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	11815	88.3%
&	1567	11.7%
;	1	< 0.1%
@	1	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	2114	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	205	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
l	724	21.6%
o	474	14.1%
d	392	11.7%
a	272	8.1%
e	265	7.9%
n	265	7.9%
m	202	6.0%
u	190	5.7%
y	188	5.6%
s	127	3.8%
i	101	3.0%
r	65	1.9%
v	59	1.8%
t	14	0.4%
p	13	0.4%
x	1	< 0.1%
z	1	< 0.1%
f	1	< 0.1%
q	1	< 0.1%
b	1	< 0.1%
h	1	< 0.1%
c	1	< 0.1%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	205	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	120264	80.5%
Latin	29043	19.5%

Most frequent Latin characters

Value	Count	Frequency (%)
M	8263	28.5%
S	8026	27.6%
G	4564	15.7%
I	3463	11.9%
l	724	2.5%
A	491	1.7%
o	474	1.6%
d	392	1.3%
a	272	0.9%
e	265	0.9%
n	265	0.9%
D	258	0.9%
C	250	0.9%
N	231	0.8%
m	202	0.7%
u	190	0.7%
y	188	0.6%
s	127	0.4%
i	101	0.3%
r	65	0.2%
v	59	0.2%
E	21	0.1%
T	20	0.1%
R	18	0.1%
L	17	0.1%
Other values (23)	97	0.3%

Most frequent Common characters

Value	Count	Frequency (%)
	42290	35.2%
0	30014	25.0%
/	11815	9.8%
1	10395	8.6%
9	8629	7.2%
8	7940	6.6%
5	3239	2.7%
-	2114	1.8%
2	1647	1.4%
&	1567	1.3%
(	205	0.2%
)	205	0.2%
3	80	0.1%
6	49	< 0.1%
7	46	< 0.1%
4	27	< 0.1%
;	1	< 0.1%
@	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	149307	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	42290	28.3%
0	30014	20.1%
/	11815	7.9%
1	10395	7.0%
9	8629	5.8%
M	8263	5.5%
S	8026	5.4%
8	7940	5.3%
G	4564	3.1%
I	3463	2.3%
5	3239	2.2%
-	2114	1.4%
2	1647	1.1%
&	1567	1.0%
l	724	0.5%
A	491	0.3%
o	474	0.3%
d	392	0.3%
a	272	0.2%
e	265	0.2%
n	265	0.2%
D	258	0.2%
C	250	0.2%
N	231	0.2%
(	205	0.1%
Other values (41)	1514	1.0%

3G_bands
Categorical

HIGH CARDINALITY
MISSING

Distinct	441
Distinct (%)	12.6%
Missing	1504
Missing (%)	30.1%
Memory size	39.2 KiB

HSDPA 900 / 2100	847
HSDPA 850 / 900 / 1900 / 2100	511
HSDPA 2100	387
CDMA2000 1xEV-DO	202
HSDPA 850 / 1900 / 2100	187
Other values (436)	1366

Common Values
Overview

Value	Count	Frequency (%)
HSDPA 900 / 2100	847	16.9%
HSDPA 850 / 900 / 1900 / 2100	511	10.2%
HSDPA 2100	387	7.7%
CDMA2000 1xEV-DO	202	4.0%
HSDPA 850 / 1900 / 2100	187	3.7%
HSDPA 900 / 1900 / 2100	115	2.3%
HSDPA	114	2.3%
UMTS 2100	102	2.0%
HSDPA 850 / 900 / 2100	76	1.5%
HSDPA 850 / 1900	75	1.5%
HSDPA 850 / 900 / 1700 / 1900 / 2100	74	1.5%
HSDPA 850 / 900 / 1700(AWS) / 1900 / 2100	38	0.8%
HSDPA 850 / 2100	37	0.7%
HSDPA 850 / 1700 / 1900 / 2100	34	0.7%
TD-SCDMA	31	0.6%
HSDPA 1700 / 2100	31	0.6%
HSDPA 850 / 1700(AWS) / 1900 / 2100	19	0.4%
HSDPA 900 / 1700 / 2100	19	0.4%
UMTS 850 / 2100	18	0.4%
CDMA2000 1x	17	0.3%
HSDPA 850 / 1700(AWS) / 1900	15	0.3%
HSDPA 900 / 2100 - SIM 1 only	13	0.3%
HSDPA 850 / 900 / 1900 / 2100 - Global	11	0.2%
UMTS 900 / 2100	9	0.2%
HSDPA 800 / 850 / 900 / 1700(AWS) / 1900 / 2100	8	0.2%
Other values (416)	510	10.2%
(Missing)	1504	30.1%

Frequencies of value counts

Unique

Unique	366 ?
Unique (%)	10.5%

Histogram of lengths of the category

Length

Max length	83
Median length	17
Mean length	16.42945643
Min length	3

Overview of Unicode Properties

Unique unicode characters	67
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	18042	21.9%
0	16163	19.7%
/	5365	6.5%
1	5241	6.4%
D	3691	4.5%
A	3608	4.4%
9	3581	4.4%
S	3529	4.3%
2	3377	4.1%
H	3108	3.8%
P	3100	3.8%
n	3099	3.8%
5	1630	2.0%
a	1622	2.0%
8	1577	1.9%
-	780	0.9%
M	572	0.7%
7	409	0.5%
E	333	0.4%
C	307	0.4%
T	278	0.3%
x	231	0.3%
V	227	0.3%
O	216	0.3%
U	191	0.2%
Other values (42)	1936	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32321	39.3%
Uppercase Letter	19709	24.0%
Space Separator	18042	21.9%
Lowercase Letter	5683	6.9%
Other Punctuation	5400	6.6%
Dash Punctuation	780	0.9%
Open Punctuation	139	0.2%
Close Punctuation	139	0.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
D	3691	18.7%
A	3608	18.3%
S	3529	17.9%
H	3108	15.8%
P	3100	15.7%
M	572	2.9%
E	333	1.7%
C	307	1.6%
T	278	1.4%
V	227	1.2%
O	216	1.1%
U	191	1.0%
W	133	0.7%
G	91	0.5%
I	83	0.4%
L	57	0.3%
F	43	0.2%
X	29	0.1%
N	27	0.1%
R	27	0.1%
Y	19	0.1%
K	14	0.1%
B	9	< 0.1%
J	7	< 0.1%
Q	6	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	18042	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	16163	50.0%
1	5241	16.2%
9	3581	11.1%
2	3377	10.4%
5	1630	5.0%
8	1577	4.9%
7	409	1.3%
3	176	0.5%
6	101	0.3%
4	66	0.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	5365	99.4%
&	28	0.5%
.	4	0.1%
;	3	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	3099	54.5%
a	1622	28.5%
x	231	4.1%
o	126	2.2%
l	124	2.2%
i	90	1.6%
e	74	1.3%
r	62	1.1%
y	32	0.6%
s	32	0.6%
b	27	0.5%
d	27	0.5%
m	25	0.4%
t	22	0.4%
p	17	0.3%
u	14	0.2%
v	13	0.2%
c	13	0.2%
h	12	0.2%
w	6	0.1%
f	6	0.1%
z	5	0.1%
g	4	0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	780	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	139	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	139	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	56821	69.1%
Latin	25392	30.9%

Most frequent Latin characters

Value	Count	Frequency (%)
D	3691	14.5%
A	3608	14.2%
S	3529	13.9%
H	3108	12.2%
P	3100	12.2%
n	3099	12.2%
a	1622	6.4%
M	572	2.3%
E	333	1.3%
C	307	1.2%
T	278	1.1%
x	231	0.9%
V	227	0.9%
O	216	0.9%
U	191	0.8%
W	133	0.5%
o	126	0.5%
l	124	0.5%
G	91	0.4%
i	90	0.4%
I	83	0.3%
e	74	0.3%
r	62	0.2%
L	57	0.2%
F	43	0.2%
Other values (24)	397	1.6%

Most frequent Common characters

Value	Count	Frequency (%)
	18042	31.8%
0	16163	28.4%
/	5365	9.4%
1	5241	9.2%
9	3581	6.3%
2	3377	5.9%
5	1630	2.9%
8	1577	2.8%
-	780	1.4%
7	409	0.7%
3	176	0.3%
(	139	0.2%
)	139	0.2%
6	101	0.2%
4	66	0.1%
&	28	< 0.1%
.	4	< 0.1%
;	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	82213	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	18042	21.9%
0	16163	19.7%
/	5365	6.5%
1	5241	6.4%
D	3691	4.5%
A	3608	4.4%
9	3581	4.4%
S	3529	4.3%
2	3377	4.1%
H	3108	3.8%
P	3100	3.8%
n	3099	3.8%
5	1630	2.0%
a	1622	2.0%
8	1577	1.9%
-	780	0.9%
M	572	0.7%
7	409	0.5%
E	333	0.4%
C	307	0.4%
T	278	0.3%
x	231	0.3%
V	227	0.3%
O	216	0.3%
U	191	0.2%
Other values (42)	1936	2.4%

4G_bands
Categorical

HIGH CARDINALITY
MISSING

Distinct	586
Distinct (%)	45.3%
Missing	3710
Missing (%)	74.1%
Memory size	39.2 KiB

LTE	140
LTE band 1(2100)/ 3(1800)/ 7(2600)/ 38(2600)/ 39(1900)/ 40(2300)/ 41(2500)	48
LTE band 1(2100)/ 3(1800)/ 7(2600)/ 8(900)/ 20(800)	39
LTE band 3(1800)/ 5(850)/ 40(2300)	35
LTE band 1(2100)/ 3(1800)/ 7(2600)/ 20(800)	31
Other values (581)	1001

Common Values
Overview

Value	Count	Frequency (%)
LTE	140	2.8%
LTE band 1(2100)/ 3(1800)/ 7(2600)/ 38(2600)/ 39(1900)/ 40(2300)/ 41(2500)	48	1.0%
LTE band 1(2100)/ 3(1800)/ 7(2600)/ 8(900)/ 20(800)	39	0.8%
LTE band 3(1800)/ 5(850)/ 40(2300)	35	0.7%
LTE band 1(2100)/ 3(1800)/ 7(2600)/ 20(800)	31	0.6%
LTE band 13(700)	29	0.6%
LTE band 3(1800)/ 7(2600)/ 20(800)	24	0.5%
LTE band 1(2100) / 3(1800) / 5(850) / 7(2600) / 8(900) / 20(800)	20	0.4%
LTE band 4(1700/2100)/ 17(700)	18	0.4%
LTE band 3(1800)/ 40(2300)	16	0.3%
LTE band 4(1700/2100)/ 13(700)	13	0.3%
LTE band 3(1800)/ 7(2600)/ 8(900)/ 20(800)	13	0.3%
LTE band 25(1900)	12	0.2%
LTE band 1(2100)/ 3(1800)/ 5(850)/ 7(2600)/ 8(900)/ 38(2600)/ 39(1900)/ 40(2300)/ 41(2500)	11	0.2%
LTE band 1(2100)/ 3(1800)/ 38(2600)/ 39(1900)/ 40(2300)/ 41(2500)	11	0.2%
LTE band 1(2100)/ 3(1800)/ 5(850)/ 7(2600)/ 8(900)/ 20(800)/ 38(2600)/ 40(2300)/ 41(2500)	10	0.2%
LTE band 1(2100)/ 3(1800)/ 7(2600)	10	0.2%
LTE band 3(1800)/ 7(2600)	9	0.2%
LTE band 4(1700/2100) / 17(700)	9	0.2%
LTE 800	9	0.2%
LTE band 2(1900)/ 4(1700/2100)/ 12(700)	8	0.2%
LTE band 1(2100)/ 2(1900)/ 3(1800)/ 5(850)/ 7(2600)/ 8(900)/ 20(800) - Global	7	0.1%
LTE band 13(700) - Verizon	6	0.1%
LTE band 1(2100)/ 3(1800)/ 5(850)/ 7(2600)/ 8(900)/ 20(800)/ 38(2600)/ 40(2300)	6	0.1%
LTE band 1(2100)/ 3(1800)/ 5(850)/ 7(2600)/ 8(900)/ 20(800)/ 28(700)/ 38(2600)/ 40(2300)/ 41(2500)	6	0.1%
Other values (561)	754	15.1%
(Missing)	3710	74.1%

Frequencies of value counts

Unique

Unique	456 ?
Unique (%)	35.2%

Histogram of lengths of the category

Length

Max length	243
Median length	3
Mean length	17.67545963
Min length	3

Overview of Unicode Properties

Unique unicode characters	66
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	15129	17.1%
	10111	11.4%
n	8597	9.7%
(	6796	7.7%
)	6796	7.7%
/	6157	7.0%
a	4913	5.6%
1	4606	5.2%
2	4333	4.9%
8	3343	3.8%
3	2122	2.4%
7	2018	2.3%
5	1582	1.8%
9	1535	1.7%
E	1404	1.6%
T	1394	1.6%
L	1345	1.5%
6	1274	1.4%
d	1135	1.3%
b	1128	1.3%
4	1061	1.2%
-	448	0.5%
A	112	0.1%
o	94	0.1%
l	84	0.1%
Other values (41)	931	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37003	41.8%
Lowercase Letter	16308	18.4%
Space Separator	10111	11.4%
Open Punctuation	6796	7.7%
Close Punctuation	6796	7.7%
Other Punctuation	6210	7.0%
Uppercase Letter	4776	5.4%
Dash Punctuation	448	0.5%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
E	1404	29.4%
T	1394	29.2%
L	1345	28.2%
A	112	2.3%
M	79	1.7%
G	72	1.5%
S	56	1.2%
D	45	0.9%
F	41	0.9%
I	32	0.7%
C	26	0.5%
N	25	0.5%
U	23	0.5%
X	22	0.5%
V	19	0.4%
H	17	0.4%
R	13	0.3%
K	12	0.3%
Y	10	0.2%
P	9	0.2%
B	7	0.1%
Q	4	0.1%
J	4	0.1%
W	2	< 0.1%
O	2	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	10111	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	8597	52.7%
a	4913	30.1%
d	1135	7.0%
b	1128	6.9%
o	94	0.6%
l	84	0.5%
e	77	0.5%
i	77	0.5%
r	45	0.3%
t	32	0.2%
m	23	0.1%
s	17	0.1%
p	16	0.1%
u	10	0.1%
w	10	0.1%
v	10	0.1%
y	9	0.1%
z	9	0.1%
c	9	0.1%
h	7	< 0.1%
k	4	< 0.1%
g	2	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	15129	40.9%
1	4606	12.4%
2	4333	11.7%
8	3343	9.0%
3	2122	5.7%
7	2018	5.5%
5	1582	4.3%
9	1535	4.1%
6	1274	3.4%
4	1061	2.9%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	6796	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	6796	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	6157	99.1%
&	29	0.5%
#	12	0.2%
;	12	0.2%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	448	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	67364	76.2%
Latin	21084	23.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	8597	40.8%
a	4913	23.3%
E	1404	6.7%
T	1394	6.6%
L	1345	6.4%
d	1135	5.4%
b	1128	5.4%
A	112	0.5%
o	94	0.4%
l	84	0.4%
M	79	0.4%
e	77	0.4%
i	77	0.4%
G	72	0.3%
S	56	0.3%
r	45	0.2%
D	45	0.2%
F	41	0.2%
I	32	0.2%
t	32	0.2%
C	26	0.1%
N	25	0.1%
U	23	0.1%
m	23	0.1%
X	22	0.1%
Other values (23)	203	1.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	15129	22.5%
	10111	15.0%
(	6796	10.1%
)	6796	10.1%
/	6157	9.1%
1	4606	6.8%
2	4333	6.4%
8	3343	5.0%
3	2122	3.2%
7	2018	3.0%
5	1582	2.3%
9	1535	2.3%
6	1274	1.9%
4	1061	1.6%
-	448	0.7%
&	29	< 0.1%
#	12	< 0.1%
;	12	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	88448	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	15129	17.1%
	10111	11.4%
n	8597	9.7%
(	6796	7.7%
)	6796	7.7%
/	6157	7.0%
a	4913	5.6%
1	4606	5.2%
2	4333	4.9%
8	3343	3.8%
3	2122	2.4%
7	2018	2.3%
5	1582	1.8%
9	1535	1.7%
E	1404	1.6%
T	1394	1.6%
L	1345	1.5%
6	1274	1.4%
d	1135	1.3%
b	1128	1.3%
4	1061	1.2%
-	448	0.5%
A	112	0.1%
o	94	0.1%
l	84	0.1%
Other values (41)	931	1.1%

network_speed
Categorical

HIGH CARDINALITY
MISSING

Distinct	181
Distinct (%)	5.1%
Missing	1486
Missing (%)	29.7%
Memory size	39.2 KiB

HSPA	483
HSPA 21.1/5.76 Mbps	412
HSPA LTE	257
HSPA 42.2/5.76 Mbps LTE Cat4 150/50 Mbps	257
HSPA 3.6/0.384 Mbps	223
Other values (176)	1886

Common Values
Overview

Value	Count	Frequency (%)
HSPA	483	9.7%
HSPA 21.1/5.76 Mbps	412	8.2%
HSPA LTE	257	5.1%
HSPA 42.2/5.76 Mbps LTE Cat4 150/50 Mbps	257	5.1%
HSPA 3.6/0.384 Mbps	223	4.5%
HSPA 7.2/5.76 Mbps	207	4.1%
HSPA 7.2/0.384 Mbps	169	3.4%
HSPA LTE Cat4 150/50 Mbps	167	3.3%
Yes 384 kbps	151	3.0%
HSPA 14.4/5.76 Mbps	96	1.9%
HSPA 42.2/5.76 Mbps	91	1.8%
EV-DO Rev.A 3.1 Mbps	87	1.7%
HSPA 7.2/2 Mbps	80	1.6%
HSPA 21.1/5.76 Mbps LTE Cat4 150/50 Mbps	63	1.3%
HSPA 42.2/11.5 Mbps LTE Cat4 150/50 Mbps	61	1.2%
HSPA 42.2/5.76 Mbps LTE-A (2CA) Cat6 300/50 Mbps	43	0.9%
HSPA 42.2/5.76 Mbps LTE Cat3 100/50 Mbps	42	0.8%
HSPA 10.2/2 Mbps	37	0.7%
HSPA 42.2/5.76 Mbps LTE Cat6 300/50 Mbps	33	0.7%
EV-DO Rev.A 3.1 Mbps LTE	33	0.7%
EV-DO Rev.0 153.2 Kbps	32	0.6%
HSPA 42.2/5.76 Mbps LTE-A Cat6 300/50 Mbps	31	0.6%
HSPA 42.2/11.5 Mbps	30	0.6%
HSPA 1.8 Mbps	20	0.4%
Yes	18	0.4%
Other values (156)	395	7.9%
(Missing)	1486	29.7%

Frequencies of value counts

Unique

Unique	93 ?
Unique (%)	2.6%

Histogram of lengths of the category

Length

Max length	97
Median length	15
Mean length	16.2176259
Min length	2

Overview of Unicode Properties

Unique unicode characters	67
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	11516	14.2%
.	4756	5.9%
A	3726	4.6%
s	3701	4.6%
p	3536	4.4%
b	3531	4.4%
M	3364	4.1%
5	3207	4.0%
S	3176	3.9%
H	3158	3.9%
P	3156	3.9%
/	3095	3.8%
n	2997	3.7%
2	2830	3.5%
0	2638	3.3%
1	2579	3.2%
a	2433	3.0%
4	2177	2.7%
7	1972	2.4%
6	1908	2.4%
E	1612	2.0%
3	1400	1.7%
T	1351	1.7%
L	1319	1.6%
C	1068	1.3%
Other values (42)	4947	6.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	23372	28.8%
Decimal Number	19330	23.8%
Lowercase Letter	18227	22.5%
Space Separator	11516	14.2%
Other Punctuation	7867	9.7%
Dash Punctuation	495	0.6%
Open Punctuation	172	0.2%
Close Punctuation	172	0.2%
Math Symbol	2	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	3726	15.9%
M	3364	14.4%
S	3176	13.6%
H	3158	13.5%
P	3156	13.5%
E	1612	6.9%
T	1351	5.8%
L	1319	5.6%
C	1068	4.6%
D	333	1.4%
V	289	1.2%
O	289	1.2%
R	289	1.2%
Y	169	0.7%
K	38	0.2%
G	17	0.1%
N	5	< 0.1%
U	4	< 0.1%
W	3	< 0.1%
B	3	< 0.1%
I	2	< 0.1%
Z	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	11516	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	3207	16.6%
2	2830	14.6%
0	2638	13.6%
1	2579	13.3%
4	2177	11.3%
7	1972	10.2%
6	1908	9.9%
3	1400	7.2%
8	581	3.0%
9	38	0.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	4756	60.5%
/	3095	39.3%
&	8	0.1%
#	4	0.1%
;	4	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
s	3701	20.3%
p	3536	19.4%
b	3531	19.4%
n	2997	16.4%
a	2433	13.3%
t	937	5.1%
e	490	2.7%
v	292	1.6%
k	152	0.8%
o	44	0.2%
r	35	0.2%
i	19	0.1%
l	16	0.1%
d	16	0.1%
x	6	< 0.1%
c	4	< 0.1%
m	4	< 0.1%
g	4	< 0.1%
w	2	< 0.1%
f	2	< 0.1%
y	2	< 0.1%
u	2	< 0.1%
h	1	< 0.1%
q	1	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	494	99.8%
–	1	0.2%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	172	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	172	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	41599	51.3%
Common	39554	48.7%

Most frequent Latin characters

Value	Count	Frequency (%)
A	3726	9.0%
s	3701	8.9%
p	3536	8.5%
b	3531	8.5%
M	3364	8.1%
S	3176	7.6%
H	3158	7.6%
P	3156	7.6%
n	2997	7.2%
a	2433	5.8%
E	1612	3.9%
T	1351	3.2%
L	1319	3.2%
C	1068	2.6%
t	937	2.3%
e	490	1.2%
D	333	0.8%
v	292	0.7%
V	289	0.7%
O	289	0.7%
R	289	0.7%
Y	169	0.4%
k	152	0.4%
o	44	0.1%
K	38	0.1%
Other values (21)	149	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	11516	29.1%
.	4756	12.0%
5	3207	8.1%
/	3095	7.8%
2	2830	7.2%
0	2638	6.7%
1	2579	6.5%
4	2177	5.5%
7	1972	5.0%
6	1908	4.8%
3	1400	3.5%
8	581	1.5%
-	494	1.2%
(	172	0.4%
)	172	0.4%
9	38	0.1%
&	8	< 0.1%
#	4	< 0.1%
;	4	< 0.1%
+	2	< 0.1%
–	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	81152	> 99.9%
Punctuation	1	< 0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
	11516	14.2%
.	4756	5.9%
A	3726	4.6%
s	3701	4.6%
p	3536	4.4%
b	3531	4.4%
M	3364	4.1%
5	3207	4.0%
S	3176	3.9%
H	3158	3.9%
P	3156	3.9%
/	3095	3.8%
n	2997	3.7%
2	2830	3.5%
0	2638	3.3%
1	2579	3.2%
a	2433	3.0%
4	2177	2.7%
7	1972	2.4%
6	1908	2.4%
E	1612	2.0%
3	1400	1.7%
T	1351	1.7%
L	1319	1.6%
C	1068	1.3%
Other values (41)	4946	6.1%

Most frequent Punctuation characters

Value	Count	Frequency (%)
–	1	100.0%

GPRS
Categorical

Distinct	41
Distinct (%)	0.8%
Missing	5
Missing (%)	0.1%
Memory size	39.2 KiB

Yes	2398
Class 10	1089
Class 12	604
No	559
Class 32	76
Other values (36)	273

Common Values
Overview

Value	Count	Frequency (%)
Yes	2398	47.9%
Class 10	1089	21.8%
Class 12	604	12.1%
No	559	11.2%
Class 32	76	1.5%
Up to 107 kbps	48	1.0%
Up to 85.6 kbps	46	0.9%
Class 33	35	0.7%
Up to 86 kbps	28	0.6%
Class 8	20	0.4%
Up to 80 kbps	13	0.3%
Up to 114 kbps	10	0.2%
Class 11	7	0.1%
Class 32/ 107 / 64.2 kbps	7	0.1%
Class B	7	0.1%
Class 32/ 100 kbps	6	0.1%
Up to 48 kbps	6	0.1%
Class 32/ 88 kbps	4	0.1%
Up to 70.4 kbps	3	0.1%
Up to 42.8 kbps	3	0.1%
Class 6	3	0.1%
Class 32/ 107 kbps	3	0.1%
No (Planned GPRS version for Q4 2012)	2	< 0.1%
Up to 100 kbps	2	< 0.1%
Class 32/ 107.2/64.2 kbps	2	< 0.1%
Other values (16)	18	0.4%
(Missing)	5	0.1%

Frequencies of value counts

Unique

Unique	14 ?
Unique (%)	0.3%

Histogram of lengths of the category

Length

Max length	38
Median length	3
Mean length	5.217226219
Min length	2

Overview of Unicode Properties

Unique unicode characters	47
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
s	6344	24.3%
	2474	9.5%
e	2406	9.2%
Y	2400	9.2%
a	1881	7.2%
l	1878	7.2%
C	1875	7.2%
1	1810	6.9%
0	1189	4.6%
o	732	2.8%
2	732	2.8%
N	561	2.1%
p	358	1.4%
b	195	0.7%
k	194	0.7%
3	179	0.7%
t	166	0.6%
U	165	0.6%
8	126	0.5%
6	94	0.4%
.	70	0.3%
7	63	0.2%
5	55	0.2%
/	40	0.2%
4	36	0.1%
Other values (22)	84	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14186	54.3%
Uppercase Letter	5036	19.3%
Decimal Number	4286	16.4%
Space Separator	2474	9.5%
Other Punctuation	110	0.4%
Open Punctuation	5	< 0.1%
Close Punctuation	5	< 0.1%
Dash Punctuation	5	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
Y	2400	47.7%
C	1875	37.2%
N	561	11.1%
U	165	3.3%
B	7	0.1%
S	6	0.1%
P	5	0.1%
G	3	0.1%
M	3	0.1%
I	3	0.1%
R	2	< 0.1%
Q	2	< 0.1%
H	2	< 0.1%
T	1	< 0.1%
L	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
s	6344	44.7%
e	2406	17.0%
a	1881	13.3%
l	1878	13.2%
o	732	5.2%
p	358	2.5%
b	195	1.4%
k	194	1.4%
t	166	1.2%
n	16	0.1%
r	4	< 0.1%
i	4	< 0.1%
d	3	< 0.1%
v	2	< 0.1%
f	2	< 0.1%
m	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	2474	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	1810	42.2%
0	1189	27.7%
2	732	17.1%
3	179	4.2%
8	126	2.9%
6	94	2.2%
7	63	1.5%
5	55	1.3%
4	36	0.8%
9	2	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	5	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	5	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	5	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	70	63.6%
/	40	36.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	19222	73.6%
Common	6885	26.4%

Most frequent Latin characters

Value	Count	Frequency (%)
s	6344	33.0%
e	2406	12.5%
Y	2400	12.5%
a	1881	9.8%
l	1878	9.8%
C	1875	9.8%
o	732	3.8%
N	561	2.9%
p	358	1.9%
b	195	1.0%
k	194	1.0%
t	166	0.9%
U	165	0.9%
n	16	0.1%
B	7	< 0.1%
S	6	< 0.1%
P	5	< 0.1%
r	4	< 0.1%
i	4	< 0.1%
d	3	< 0.1%
G	3	< 0.1%
M	3	< 0.1%
I	3	< 0.1%
R	2	< 0.1%
v	2	< 0.1%
Other values (6)	9	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	2474	35.9%
1	1810	26.3%
0	1189	17.3%
2	732	10.6%
3	179	2.6%
8	126	1.8%
6	94	1.4%
.	70	1.0%
7	63	0.9%
5	55	0.8%
/	40	0.6%
4	36	0.5%
(	5	0.1%
)	5	0.1%
-	5	0.1%
9	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26107	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
s	6344	24.3%
	2474	9.5%
e	2406	9.2%
Y	2400	9.2%
a	1881	7.2%
l	1878	7.2%
C	1875	7.2%
1	1810	6.9%
0	1189	4.6%
o	732	2.8%
2	732	2.8%
N	561	2.1%
p	358	1.4%
b	195	0.7%
k	194	0.7%
3	179	0.7%
t	166	0.6%
U	165	0.6%
8	126	0.5%
6	94	0.4%
.	70	0.3%
7	63	0.2%
5	55	0.2%
/	40	0.2%
4	36	0.1%
Other values (22)	84	0.3%

EDGE
Categorical

Distinct	43
Distinct (%)	0.9%
Missing	13
Missing (%)	0.3%
Memory size	39.2 KiB

Yes	2324
No	1058
Class 10	751
Class 12	481
Up to 236.8 kbps	73
Other values (38)	304

Common Values
Overview

Value	Count	Frequency (%)
Yes	2324	46.4%
No	1058	21.1%
Class 10	751	15.0%
Class 12	481	9.6%
Up to 236.8 kbps	73	1.5%
Class 32	65	1.3%
Up to 296 kbps	53	1.1%
Up to 237 kbps	41	0.8%
Class 33	33	0.7%
Class 6	16	0.3%
Class 32/ 296 / 177.6 kbits	14	0.3%
Up to 560 kbps	10	0.2%
Class 32/ 296 / 178.8 kbits	9	0.2%
Class 32/ 296 kbits	7	0.1%
Class 11/ 236.8 kbps	7	0.1%
Class 32/ 296 kbps	6	0.1%
Class 32/ 296 kbps; DTM Class 11/ 177 kbps	4	0.1%
Class 8	3	0.1%
Up to 384 kbps	3	0.1%
Class 11	3	0.1%
Class B	3	0.1%
Up to 60 kbps	2	< 0.1%
Up to 247 kbps	2	< 0.1%
Class 32/ 236.8 kbits	2	< 0.1%
Up to 236 kbps	2	< 0.1%
Other values (18)	19	0.4%
(Missing)	13	0.3%

Frequencies of value counts

Unique

Unique	17 ?
Unique (%)	0.3%

Histogram of lengths of the category

Length

Max length	44
Median length	3
Mean length	4.863709033
Min length	2

Overview of Unicode Properties

Unique unicode characters	49
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
s	5423	22.3%
e	2331	9.6%
Y	2329	9.6%
	2202	9.0%
a	1435	5.9%
l	1430	5.9%
C	1422	5.8%
1	1307	5.4%
o	1259	5.2%
N	1058	4.3%
2	824	3.4%
0	769	3.2%
p	409	1.7%
3	308	1.3%
k	253	1.0%
b	253	1.0%
6	230	0.9%
t	225	0.9%
U	190	0.8%
8	112	0.5%
.	111	0.5%
9	99	0.4%
7	97	0.4%
/	89	0.4%
i	36	0.1%
Other values (24)	137	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13102	53.8%
Uppercase Letter	5045	20.7%
Decimal Number	3765	15.5%
Space Separator	2202	9.0%
Other Punctuation	207	0.9%
Open Punctuation	6	< 0.1%
Close Punctuation	6	< 0.1%
Dash Punctuation	5	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
Y	2329	46.2%
C	1422	28.2%
N	1058	21.0%
U	190	3.8%
M	11	0.2%
T	8	0.2%
D	8	0.2%
S	5	0.1%
I	4	0.1%
B	3	0.1%
L	2	< 0.1%
H	2	< 0.1%
G	1	< 0.1%
P	1	< 0.1%
W	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
s	5423	41.4%
e	2331	17.8%
a	1435	11.0%
l	1430	10.9%
o	1259	9.6%
p	409	3.1%
k	253	1.9%
b	253	1.9%
t	225	1.7%
i	36	0.3%
n	34	0.3%
y	5	< 0.1%
d	4	< 0.1%
w	2	< 0.1%
m	1	< 0.1%
u	1	< 0.1%
c	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	2202	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	1307	34.7%
2	824	21.9%
0	769	20.4%
3	308	8.2%
6	230	6.1%
8	112	3.0%
9	99	2.6%
7	97	2.6%
5	13	0.3%
4	6	0.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	111	53.6%
/	89	43.0%
;	7	3.4%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	6	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	6	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	18147	74.6%
Common	6191	25.4%

Most frequent Latin characters

Value	Count	Frequency (%)
s	5423	29.9%
e	2331	12.8%
Y	2329	12.8%
a	1435	7.9%
l	1430	7.9%
C	1422	7.8%
o	1259	6.9%
N	1058	5.8%
p	409	2.3%
k	253	1.4%
b	253	1.4%
t	225	1.2%
U	190	1.0%
i	36	0.2%
n	34	0.2%
M	11	0.1%
T	8	< 0.1%
D	8	< 0.1%
S	5	< 0.1%
y	5	< 0.1%
I	4	< 0.1%
d	4	< 0.1%
B	3	< 0.1%
w	2	< 0.1%
L	2	< 0.1%
Other values (7)	8	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	2202	35.6%
1	1307	21.1%
2	824	13.3%
0	769	12.4%
3	308	5.0%
6	230	3.7%
8	112	1.8%
.	111	1.8%
9	99	1.6%
7	97	1.6%
/	89	1.4%
5	13	0.2%
;	7	0.1%
(	6	0.1%
)	6	0.1%
4	6	0.1%
-	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24338	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
s	5423	22.3%
e	2331	9.6%
Y	2329	9.6%
	2202	9.0%
a	1435	5.9%
l	1430	5.9%
C	1422	5.8%
1	1307	5.4%
o	1259	5.2%
N	1058	4.3%
2	824	3.4%
0	769	3.2%
p	409	1.7%
3	308	1.3%
k	253	1.0%
b	253	1.0%
6	230	0.9%
t	225	0.9%
U	190	0.8%
8	112	0.5%
.	111	0.5%
9	99	0.4%
7	97	0.4%
/	89	0.4%
i	36	0.1%
Other values (24)	137	0.6%

announced
Categorical

HIGH CARDINALITY

Distinct	568
Distinct (%)	11.4%
Missing	3
Missing (%)	0.1%
Memory size	39.2 KiB

2014 September	91
2013	78
2014 February	77
2014 January	75
2015 March	70
Other values (563)	4610

Common Values
Overview

Value	Count	Frequency (%)
2014 September	91	1.8%
2013	78	1.6%
2014 February	77	1.5%
2014 January	75	1.5%
2015 March	70	1.4%
2012 February	67	1.3%
2015 January	65	1.3%
2015 September	63	1.3%
2014 June	61	1.2%
2007 February	60	1.2%
2011 October	58	1.2%
2012 August	57	1.1%
2012 January	57	1.1%
2013 January	55	1.1%
2014 April	55	1.1%
2014 May	55	1.1%
2013 September	54	1.1%
2013 October	54	1.1%
2011	54	1.1%
2013 February	54	1.1%
2011 August	53	1.1%
2013 June	51	1.0%
2014 August	51	1.0%
2010. Released 2010	51	1.0%
2014 October	49	1.0%
Other values (543)	3486	69.7%

Frequencies of value counts

Unique

Unique	202 ?
Unique (%)	4.0%

Histogram of lengths of the category

Length

Max length	45
Median length	13
Mean length	17.0627498
Min length	3

Overview of Unicode Properties

Unique unicode characters	43
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	13997	16.4%
0	8919	10.4%
e	8870	10.4%
2	6813	8.0%
1	4999	5.9%
r	4452	5.2%
a	3616	4.2%
u	3005	3.5%
b	2531	3.0%
l	1983	2.3%
y	1924	2.3%
s	1689	2.0%
t	1641	1.9%
J	1370	1.6%
m	1284	1.5%
c	1264	1.5%
.	1215	1.4%
d	1211	1.4%
R	1210	1.4%
n	1026	1.2%
p	984	1.2%
o	978	1.1%
A	881	1.0%
M	781	0.9%
4	745	0.9%
Other values (18)	7994	9.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	38116	44.6%
Decimal Number	25061	29.4%
Space Separator	13997	16.4%
Uppercase Letter	6993	8.2%
Other Punctuation	1215	1.4%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	8919	35.6%
2	6813	27.2%
1	4999	19.9%
4	745	3.0%
9	702	2.8%
3	670	2.7%
5	606	2.4%
8	578	2.3%
6	554	2.2%
7	475	1.9%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	13997	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
J	1370	19.6%
R	1210	17.3%
A	881	12.6%
M	781	11.2%
F	674	9.6%
O	577	8.3%
S	576	8.2%
N	396	5.7%
D	310	4.4%
Q	213	3.0%
E	5	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	8870	23.3%
r	4452	11.7%
a	3616	9.5%
u	3005	7.9%
b	2531	6.6%
l	1983	5.2%
y	1924	5.0%
s	1689	4.4%
t	1641	4.3%
m	1284	3.4%
c	1264	3.3%
d	1211	3.2%
n	1026	2.7%
p	984	2.6%
o	978	2.6%
g	478	1.3%
i	403	1.1%
v	395	1.0%
h	377	1.0%
x	5	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1215	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45109	52.8%
Common	40273	47.2%

Most frequent Common characters

Value	Count	Frequency (%)
	13997	34.8%
0	8919	22.1%
2	6813	16.9%
1	4999	12.4%
.	1215	3.0%
4	745	1.8%
9	702	1.7%
3	670	1.7%
5	606	1.5%
8	578	1.4%
6	554	1.4%
7	475	1.2%

Most frequent Latin characters

Value	Count	Frequency (%)
e	8870	19.7%
r	4452	9.9%
a	3616	8.0%
u	3005	6.7%
b	2531	5.6%
l	1983	4.4%
y	1924	4.3%
s	1689	3.7%
t	1641	3.6%
J	1370	3.0%
m	1284	2.8%
c	1264	2.8%
d	1211	2.7%
R	1210	2.7%
n	1026	2.3%
p	984	2.2%
o	978	2.2%
A	881	2.0%
M	781	1.7%
F	674	1.5%
O	577	1.3%
S	576	1.3%
g	478	1.1%
i	403	0.9%
N	396	0.9%
Other values (6)	1305	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	85382	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	13997	16.4%
0	8919	10.4%
e	8870	10.4%
2	6813	8.0%
1	4999	5.9%
r	4452	5.2%
a	3616	4.2%
u	3005	3.5%
b	2531	3.0%
l	1983	2.3%
y	1924	2.3%
s	1689	2.0%
t	1641	1.9%
J	1370	1.6%
m	1284	1.5%
c	1264	1.5%
.	1215	1.4%
d	1211	1.4%
R	1210	1.4%
n	1026	1.2%
p	984	1.2%
o	978	1.1%
A	881	1.0%
M	781	0.9%
4	745	0.9%
Other values (18)	7994	9.4%

status
Categorical

HIGH CARDINALITY

Distinct	131
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

Discontinued	1653
Available	124
Available. Released 2014 May	82
Available. Released 2013	78
Available. Released 2014 September	70
Other values (126)	2997

Common Values
Overview

Value	Count	Frequency (%)
Discontinued	1653	33.0%
Available	124	2.5%
Available. Released 2014 May	82	1.6%
Available. Released 2013	78	1.6%
Available. Released 2014 September	70	1.4%
Available. Released 2012 September	64	1.3%
Available. Released 2014 August	62	1.2%
Available. Released 2013 October	57	1.1%
Available. Released 2012 November	55	1.1%
Available. Released 2014 June	55	1.1%
Available. Released 2014 July	54	1.1%
Available. Released 2015 October	54	1.1%
Available. Released 2014 October	52	1.0%
Available. Released 2016 June	52	1.0%
Available. Released 2013 May	51	1.0%
Available. Released 2015 May	51	1.0%
Available. Released 2015 April	51	1.0%
Available. Released 2014 December	50	1.0%
Available. Released 2014 April	49	1.0%
Available. Released 2012 August	48	1.0%
Available. Released 2013 July	48	1.0%
Available. Released 2015 August	48	1.0%
Available. Released 2013 December	47	0.9%
Available. Released 2011 October	45	0.9%
Available. Released 2015 November	45	0.9%
Other values (106)	1959	39.1%

Frequencies of value counts

Unique

Unique	26 ?
Unique (%)	0.5%

Histogram of lengths of the category

Length

Max length	48
Median length	30
Mean length	24.48381295
Min length	9

Overview of Unicode Properties

Unique unicode characters	43
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	17389	14.2%
	12631	10.3%
a	10874	8.9%
l	10361	8.5%
i	6892	5.6%
s	5136	4.2%
d	4857	4.0%
b	4514	3.7%
n	3855	3.1%
A	3816	3.1%
2	3749	3.1%
1	3598	2.9%
v	3566	2.9%
.	3230	2.6%
0	3206	2.6%
R	3181	2.6%
u	3042	2.5%
t	2468	2.0%
c	2380	1.9%
o	2263	1.8%
r	2043	1.7%
D	1886	1.5%
y	887	0.7%
m	788	0.6%
J	720	0.6%
Other values (18)	5185	4.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	82374	67.2%
Decimal Number	12994	10.6%
Space Separator	12631	10.3%
Uppercase Letter	11288	9.2%
Other Punctuation	3230	2.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	3816	33.8%
R	3181	28.2%
D	1886	16.7%
J	720	6.4%
M	479	4.2%
O	280	2.5%
S	272	2.4%
N	261	2.3%
F	163	1.4%
Q	158	1.4%
C	46	0.4%
E	26	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	17389	21.1%
a	10874	13.2%
l	10361	12.6%
i	6892	8.4%
s	5136	6.2%
d	4857	5.9%
b	4514	5.5%
n	3855	4.7%
v	3566	4.3%
u	3042	3.7%
t	2468	3.0%
c	2380	2.9%
o	2263	2.7%
r	2043	2.5%
y	887	1.1%
m	788	1.0%
p	556	0.7%
g	276	0.3%
h	201	0.2%
x	26	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	3230	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	12631	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	3749	28.9%
1	3598	27.7%
0	3206	24.7%
4	709	5.5%
3	653	5.0%
5	526	4.0%
6	384	3.0%
7	167	1.3%
8	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	93662	76.4%
Common	28855	23.6%

Most frequent Latin characters

Value	Count	Frequency (%)
e	17389	18.6%
a	10874	11.6%
l	10361	11.1%
i	6892	7.4%
s	5136	5.5%
d	4857	5.2%
b	4514	4.8%
n	3855	4.1%
A	3816	4.1%
v	3566	3.8%
R	3181	3.4%
u	3042	3.2%
t	2468	2.6%
c	2380	2.5%
o	2263	2.4%
r	2043	2.2%
D	1886	2.0%
y	887	0.9%
m	788	0.8%
J	720	0.8%
p	556	0.6%
M	479	0.5%
O	280	0.3%
g	276	0.3%
S	272	0.3%
Other values (7)	881	0.9%

Most frequent Common characters

Value	Count	Frequency (%)
	12631	43.8%
2	3749	13.0%
1	3598	12.5%
.	3230	11.2%
0	3206	11.1%
4	709	2.5%
3	653	2.3%
5	526	1.8%
6	384	1.3%
7	167	0.6%
8	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	122517	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	17389	14.2%
	12631	10.3%
a	10874	8.9%
l	10361	8.5%
i	6892	5.6%
s	5136	4.2%
d	4857	4.0%
b	4514	3.7%
n	3855	3.1%
A	3816	3.1%
2	3749	3.1%
1	3598	2.9%
v	3566	2.9%
.	3230	2.6%
0	3206	2.6%
R	3181	2.6%
u	3042	2.5%
t	2468	2.0%
c	2380	1.9%
o	2263	1.8%
r	2043	1.7%
D	1886	1.5%
y	887	0.7%
m	788	0.6%
J	720	0.6%
Other values (18)	5185	4.2%

dimentions
Categorical

HIGH CARDINALITY

Distinct	4005
Distinct (%)	80.1%
Missing	3
Missing (%)	0.1%
Memory size	39.2 KiB

-	166
142 x 72.5 x 8.1 mm (5.59 x 2.85 x 0.32 in)	7
146.4 x 70.6 x 9.4 mm (5.76 x 2.78 x 0.37 in)	6
139.3 x 69.6 x 8.5 mm (5.48 x 2.74 x 0.33 in)	5
116.5 x 58 x 13.5 mm (4.59 x 2.28 x 0.53 in)	5
Other values (4000)	4812

Common Values
Overview

Value	Count	Frequency (%)
-	166	3.3%
142 x 72.5 x 8.1 mm (5.59 x 2.85 x 0.32 in)	7	0.1%
146.4 x 70.6 x 9.4 mm (5.76 x 2.78 x 0.37 in)	6	0.1%
139.3 x 69.6 x 8.5 mm (5.48 x 2.74 x 0.33 in)	5	0.1%
116.5 x 58 x 13.5 mm (4.59 x 2.28 x 0.53 in)	5	0.1%
157.7 x 78.7 x 7.7 mm (6.21 x 3.10 x 0.30 in)	5	0.1%
122.4 x 64.2 x 9.9 mm (4.82 x 2.53 x 0.39 in)	4	0.1%
109 x 45.6 x 14.6 mm/ 65 cc (4.29 x 1.80 x 0.57 in)	4	0.1%
8.9 mm thickness	4	0.1%
128.5 x 65.8 x 8.4 mm (5.06 x 2.59 x 0.33 in)	4	0.1%
193.4 x 116.4 x 9.7 mm (7.61 x 4.58 x 0.38 in)	4	0.1%
230.9 x 157.8 x 8.6 mm (9.09 x 6.21 x 0.34 in)	4	0.1%
125.3 x 66.1 x 8.5 mm (4.93 x 2.60 x 0.33 in)	4	0.1%
106 x 60.5 x 17 mm (4.17 x 2.38 x 0.67 in)	4	0.1%
241.2 x 185.7 x 9.4 mm (9.50 x 7.31 x 0.37 in)	4	0.1%
152.6 x 76.2 x 8 mm (6.01 x 3.00 x 0.31 in)	4	0.1%
141 x 70 x 8.2 mm (5.55 x 2.76 x 0.32 in)	4	0.1%
102 x 46 x 14 mm (4.02 x 1.81 x 0.55 in)	4	0.1%
112.5 x 62.2 x 14 mm (4.43 x 2.45 x 0.55 in)	4	0.1%
143.3 x 72 x 8.9 mm (5.64 x 2.83 x 0.35 in)	4	0.1%
106 x 46 x 14.5 mm (4.17 x 1.81 x 0.57 in)	4	0.1%
157.9 x 81.5 x 9 mm (6.22 x 3.21 x 0.35 in)	4	0.1%
118 x 71 x 18 mm (4.65 x 2.80 x 0.71 in)	4	0.1%
114 x 66 x 14 mm (4.49 x 2.60 x 0.55 in)	4	0.1%
123.9 x 63 x 10.9 mm (4.88 x 2.48 x 0.43 in)	4	0.1%
Other values (3980)	4731	94.5%

Frequencies of value counts

Unique

Unique	3359 ?
Unique (%)	67.2%

Histogram of lengths of the category

Length

Max length	56
Median length	44
Mean length	42.20443645
Min length	1

Overview of Unicode Properties

Unique unicode characters	41
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	53567	25.4%
.	23407	11.1%
x	19201	9.1%
1	13790	6.5%
0	9733	4.6%
m	9672	4.6%
5	9508	4.5%
4	9343	4.4%
2	8777	4.2%
3	7745	3.7%
6	6932	3.3%
7	6772	3.2%
9	6375	3.0%
8	5703	2.7%
n	4817	2.3%
i	4809	2.3%
(	4795	2.3%
)	4795	2.3%
c	731	0.3%
/	359	0.2%
-	183	0.1%
s	48	< 0.1%
e	29	< 0.1%
t	23	< 0.1%
h	23	< 0.1%
Other values (16)	54	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	84678	40.1%
Space Separator	53567	25.4%
Lowercase Letter	39392	18.7%
Other Punctuation	23766	11.3%
Open Punctuation	4795	2.3%
Close Punctuation	4795	2.3%
Dash Punctuation	183	0.1%
Uppercase Letter	15	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	13790	16.3%
0	9733	11.5%
5	9508	11.2%
4	9343	11.0%
2	8777	10.4%
3	7745	9.1%
6	6932	8.2%
7	6772	8.0%
9	6375	7.5%
8	5703	6.7%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23407	98.5%
/	359	1.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	53567	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
x	19201	48.7%
m	9672	24.6%
n	4817	12.2%
i	4809	12.2%
c	731	1.9%
s	48	0.1%
e	29	0.1%
t	23	0.1%
h	23	0.1%
k	23	0.1%
o	4	< 0.1%
d	4	< 0.1%
a	3	< 0.1%
p	2	< 0.1%
l	2	< 0.1%
w	1	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	4795	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	4795	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	183	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	3	20.0%
T	3	20.0%
N	2	13.3%
F	2	13.3%
B	1	6.7%
G	1	6.7%
L	1	6.7%
E	1	6.7%
U	1	6.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	171784	81.3%
Latin	39407	18.7%

Most frequent Common characters

Value	Count	Frequency (%)
	53567	31.2%
.	23407	13.6%
1	13790	8.0%
0	9733	5.7%
5	9508	5.5%
4	9343	5.4%
2	8777	5.1%
3	7745	4.5%
6	6932	4.0%
7	6772	3.9%
9	6375	3.7%
8	5703	3.3%
(	4795	2.8%
)	4795	2.8%
/	359	0.2%
-	183	0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
x	19201	48.7%
m	9672	24.5%
n	4817	12.2%
i	4809	12.2%
c	731	1.9%
s	48	0.1%
e	29	0.1%
t	23	0.1%
h	23	0.1%
k	23	0.1%
o	4	< 0.1%
d	4	< 0.1%
C	3	< 0.1%
a	3	< 0.1%
T	3	< 0.1%
N	2	< 0.1%
F	2	< 0.1%
p	2	< 0.1%
l	2	< 0.1%
B	1	< 0.1%
w	1	< 0.1%
G	1	< 0.1%
L	1	< 0.1%
E	1	< 0.1%
U	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	211191	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	53567	25.4%
.	23407	11.1%
x	19201	9.1%
1	13790	6.5%
0	9733	4.6%
m	9672	4.6%
5	9508	4.5%
4	9343	4.4%
2	8777	4.2%
3	7745	3.7%
6	6932	3.3%
7	6772	3.2%
9	6375	3.0%
8	5703	2.7%
n	4817	2.3%
i	4809	2.3%
(	4795	2.3%
)	4795	2.3%
c	731	0.3%
/	359	0.2%
-	183	0.1%
s	48	< 0.1%
e	29	< 0.1%
t	23	< 0.1%
h	23	< 0.1%
Other values (16)	54	< 0.1%

weight_g
Categorical

HIGH CARDINALITY
MISSING

Distinct	760
Distinct (%)	16.8%
Missing	487
Missing (%)	9.7%
Memory size	39.2 KiB

130	100
120	95
110	89
140	80
145	78
Other values (755)	4075

Common Values
Overview

Value	Count	Frequency (%)
130	100	2.0%
120	95	1.9%
110	89	1.8%
140	80	1.6%
145	78	1.6%
135	77	1.5%
150	73	1.5%
100	64	1.3%
160	62	1.2%
155	58	1.2%
115	57	1.1%
125	57	1.1%
105	56	1.1%
95	52	1.0%
90	47	0.9%
85	42	0.8%
80	40	0.8%
139	40	0.8%
122	39	0.8%
170	38	0.8%
128	37	0.7%
143	37	0.7%
165	36	0.7%
158	35	0.7%
96	35	0.7%
Other values (735)	3093	61.8%
(Missing)	487	9.7%

Frequencies of value counts

Unique

Unique	374 ?
Unique (%)	8.3%

Histogram of lengths of the category

Length

Max length	7
Median length	3
Mean length	3.034972022
Min length	2

Overview of Unicode Properties

Unique unicode characters	18
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
1	3746	24.7%
0	1410	9.3%
5	1322	8.7%
3	1092	7.2%
2	1067	7.0%
9	1014	6.7%
n	974	6.4%
8	933	6.1%
4	904	6.0%
6	835	5.5%
7	798	5.3%
.	599	3.9%
a	487	3.2%
-	2	< 0.1%
F	1	< 0.1%
r	1	< 0.1%
o	1	< 0.1%
m	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13121	86.4%
Lowercase Letter	1464	9.6%
Other Punctuation	599	3.9%
Dash Punctuation	2	< 0.1%
Uppercase Letter	1	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	3746	28.5%
0	1410	10.7%
5	1322	10.1%
3	1092	8.3%
2	1067	8.1%
9	1014	7.7%
8	933	7.1%
4	904	6.9%
6	835	6.4%
7	798	6.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	974	66.5%
a	487	33.3%
r	1	0.1%
o	1	0.1%
m	1	0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	599	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	2	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
F	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13722	90.4%
Latin	1465	9.6%

Most frequent Common characters

Value	Count	Frequency (%)
1	3746	27.3%
0	1410	10.3%
5	1322	9.6%
3	1092	8.0%
2	1067	7.8%
9	1014	7.4%
8	933	6.8%
4	904	6.6%
6	835	6.1%
7	798	5.8%
.	599	4.4%
-	2	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	974	66.5%
a	487	33.2%
F	1	0.1%
r	1	0.1%
o	1	0.1%
m	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15187	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
1	3746	24.7%
0	1410	9.3%
5	1322	8.7%
3	1092	7.2%
2	1067	7.0%
9	1014	6.7%
n	974	6.4%
8	933	6.1%
4	904	6.0%
6	835	5.5%
7	798	5.3%
.	599	3.9%
a	487	3.2%
-	2	< 0.1%
F	1	< 0.1%
r	1	< 0.1%
o	1	< 0.1%
m	1	< 0.1%

weight_oz
Categorical

HIGH CARDINALITY
MISSING

Distinct	350
Distinct (%)	7.7%
Missing	487
Missing (%)	9.7%
Memory size	39.2 KiB

4.59	111
4.23	101
3.88	93
4.94	86
5.29	84
Other values (345)	4042

Common Values
Overview

Value	Count	Frequency (%)
4.59	111	2.2%
4.23	101	2.0%
3.88	93	1.9%
4.94	86	1.7%
5.29	84	1.7%
5.11	83	1.7%
4.76	80	1.6%
3.53	70	1.4%
4.41	64	1.3%
4.06	63	1.3%
5.64	63	1.3%
5.47	62	1.2%
3.7	59	1.2%
3.35	54	1.1%
3.17	52	1.0%
6	48	1.0%
3.49	47	0.9%
2.82	46	0.9%
3.25	46	0.9%
4.9	45	0.9%
5.04	44	0.9%
4.3	43	0.9%
5.19	43	0.9%
3	42	0.8%
3.14	41	0.8%
Other values (325)	2947	58.9%
(Missing)	487	9.7%

Frequencies of value counts

Unique

Unique	93 ?
Unique (%)	2.1%

Histogram of lengths of the category

Length

Max length	8
Median length	4
Mean length	3.809752198
Min length	1

Overview of Unicode Properties

Unique unicode characters	28
Unique unicode categories	6 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
.	4387	23.0%
4	2170	11.4%
3	2021	10.6%
5	1774	9.3%
2	1399	7.3%
1	1269	6.7%
6	1170	6.1%
9	1005	5.3%
7	994	5.2%
n	974	5.1%
8	781	4.1%
a	489	2.6%
0	443	2.3%
i	51	0.3%
)	32	0.2%
W	26	0.1%
F	26	0.1%
-	25	0.1%
/	10	0.1%
G	3	< 0.1%
I	3	< 0.1%
C	2	< 0.1%
e	2	< 0.1%
r	2	< 0.1%
m	2	< 0.1%
Other values (3)	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13026	68.3%
Other Punctuation	4397	23.1%
Lowercase Letter	1523	8.0%
Uppercase Letter	61	0.3%
Close Punctuation	32	0.2%
Dash Punctuation	25	0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
4	2170	16.7%
3	2021	15.5%
5	1774	13.6%
2	1399	10.7%
1	1269	9.7%
6	1170	9.0%
9	1005	7.7%
7	994	7.6%
8	781	6.0%
0	443	3.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	4387	99.8%
/	10	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	974	64.0%
a	489	32.1%
i	51	3.3%
e	2	0.1%
r	2	0.1%
m	2	0.1%
c	2	0.1%
w	1	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
W	26	42.6%
F	26	42.6%
G	3	4.9%
I	3	4.9%
C	2	3.3%
D	1	1.6%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	25	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17480	91.7%
Latin	1584	8.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	4387	25.1%
4	2170	12.4%
3	2021	11.6%
5	1774	10.1%
2	1399	8.0%
1	1269	7.3%
6	1170	6.7%
9	1005	5.7%
7	994	5.7%
8	781	4.5%
0	443	2.5%
)	32	0.2%
-	25	0.1%
/	10	0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	974	61.5%
a	489	30.9%
i	51	3.2%
W	26	1.6%
F	26	1.6%
G	3	0.2%
I	3	0.2%
C	2	0.1%
e	2	0.1%
r	2	0.1%
m	2	0.1%
c	2	0.1%
D	1	0.1%
w	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19064	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
.	4387	23.0%
4	2170	11.4%
3	2021	10.6%
5	1774	9.3%
2	1399	7.3%
1	1269	6.7%
6	1170	6.1%
9	1005	5.3%
7	994	5.2%
n	974	5.1%
8	781	4.1%
a	489	2.6%
0	443	2.3%
i	51	0.3%
)	32	0.2%
W	26	0.1%
F	26	0.1%
-	25	0.1%
/	10	0.1%
G	3	< 0.1%
I	3	< 0.1%
C	2	< 0.1%
e	2	< 0.1%
r	2	< 0.1%
m	2	< 0.1%
Other values (3)	4	< 0.1%

SIM
Categorical

HIGH CARDINALITY

Distinct	68
Distinct (%)	1.4%
Missing	2
Missing (%)	< 0.1%
Memory size	39.2 KiB

Mini-SIM	2176
Micro-SIM	508
Dual SIM (Mini-SIM)	374
Dual SIM	322
Dual SIM (Micro-SIM/ dual stand-by)	244
Other values (63)	1378

Common Values
Overview

Value	Count	Frequency (%)
Mini-SIM	2176	43.5%
Micro-SIM	508	10.2%
Dual SIM (Mini-SIM)	374	7.5%
Dual SIM	322	6.4%
Dual SIM (Micro-SIM/ dual stand-by)	244	4.9%
No	225	4.5%
Dual SIM (Nano-SIM/ dual stand-by)	200	4.0%
Dual SIM (Mini-SIM/ dual stand-by)	193	3.9%
Nano-SIM	166	3.3%
Single SIM (Micro-SIM) or Dual SIM (Micro-SIM/ dual stand-by)	103	2.1%
Yes	84	1.7%
Single SIM (Nano-SIM) or Dual SIM (Nano-SIM/ dual stand-by)	78	1.6%
Dual SIM (Micro-SIM/Nano-SIM/ dual stand-by)	41	0.8%
Dual SIM (dual stand-by)	39	0.8%
Single SIM (Mini-SIM) or Dual SIM (Mini-SIM/ dual stand-by)	38	0.8%
Dual SIM (Nano-SIM/ Micro-SIM/ dual stand-by)	36	0.7%
Dual SIM (Dual stand-by)	30	0.6%
Dual SIM (Mini-SIM/ Micro-SIM/ dual stand-by)	20	0.4%
Single SIM or Dual SIM (dual stand-by)	10	0.2%
Dual SIM (Micro-SIM/ dual stand-by/ dual active)	10	0.2%
Dual SIM (Micro-SIM)	9	0.2%
Nano-SIM/ Electronic SIM card (e-SIM)	8	0.2%
Dual SIM (Mini-SIM/ dual stand-by/ dual active)	8	0.2%
Dual SIM/ (Micro-SIM/ dual stand-by)	7	0.1%
Dual SIM (Nano-SIM/ Micro-SIM)	7	0.1%
Other values (43)	66	1.3%

Frequencies of value counts

Unique

Unique	31 ?
Unique (%)	0.6%

Histogram of lengths of the category

Length

Max length	83
Median length	8
Mean length	15.82134293
Min length	2

Overview of Unicode Properties

Unique unicode characters	54
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
M	10716	13.5%
i	7165	9.1%
S	6964	8.8%
I	6719	8.5%
	6555	8.3%
-	5743	7.3%
n	4864	6.1%
a	4678	5.9%
l	3185	4.0%
u	2915	3.7%
o	2246	2.8%
d	2170	2.7%
D	1842	2.3%
(	1736	2.2%
)	1736	2.2%
r	1396	1.8%
c	1181	1.5%
/	1174	1.5%
s	1166	1.5%
t	1122	1.4%
b	1085	1.4%
y	1083	1.4%
N	864	1.1%
e	394	0.5%
g	244	0.3%
Other values (29)	227	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	34941	44.1%
Uppercase Letter	27230	34.4%
Space Separator	6555	8.3%
Dash Punctuation	5743	7.3%
Open Punctuation	1736	2.2%
Close Punctuation	1736	2.2%
Other Punctuation	1176	1.5%
Decimal Number	53	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	10716	39.4%
S	6964	25.6%
I	6719	24.7%
D	1842	6.8%
N	864	3.2%
Y	84	0.3%
E	11	< 0.1%
T	9	< 0.1%
G	8	< 0.1%
H	3	< 0.1%
K	2	< 0.1%
F	2	< 0.1%
A	1	< 0.1%
X	1	< 0.1%
L	1	< 0.1%
U	1	< 0.1%
Q	1	< 0.1%
W	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	7165	20.5%
n	4864	13.9%
a	4678	13.4%
l	3185	9.1%
u	2915	8.3%
o	2246	6.4%
d	2170	6.2%
r	1396	4.0%
c	1181	3.4%
s	1166	3.3%
t	1122	3.2%
b	1085	3.1%
y	1083	3.1%
e	394	1.1%
g	244	0.7%
v	28	0.1%
p	11	< 0.1%
m	5	< 0.1%
f	2	< 0.1%
h	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	6555	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	1736	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	5743	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	1174	99.8%
&	2	0.2%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	1736	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
3	11	20.8%
5	8	15.1%
6	6	11.3%
0	6	11.3%
1	6	11.3%
2	6	11.3%
9	4	7.5%
8	3	5.7%
4	2	3.8%
7	1	1.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	62171	78.5%
Common	16999	21.5%

Most frequent Latin characters

Value	Count	Frequency (%)
M	10716	17.2%
i	7165	11.5%
S	6964	11.2%
I	6719	10.8%
n	4864	7.8%
a	4678	7.5%
l	3185	5.1%
u	2915	4.7%
o	2246	3.6%
d	2170	3.5%
D	1842	3.0%
r	1396	2.2%
c	1181	1.9%
s	1166	1.9%
t	1122	1.8%
b	1085	1.7%
y	1083	1.7%
N	864	1.4%
e	394	0.6%
g	244	0.4%
Y	84	0.1%
v	28	< 0.1%
p	11	< 0.1%
E	11	< 0.1%
T	9	< 0.1%
Other values (13)	29	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	6555	38.6%
-	5743	33.8%
(	1736	10.2%
)	1736	10.2%
/	1174	6.9%
3	11	0.1%
5	8	< 0.1%
6	6	< 0.1%
0	6	< 0.1%
1	6	< 0.1%
2	6	< 0.1%
9	4	< 0.1%
8	3	< 0.1%
&	2	< 0.1%
4	2	< 0.1%
7	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79170	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
M	10716	13.5%
i	7165	9.1%
S	6964	8.8%
I	6719	8.5%
	6555	8.3%
-	5743	7.3%
n	4864	6.1%
a	4678	5.9%
l	3185	4.0%
u	2915	3.7%
o	2246	2.8%
d	2170	2.7%
D	1842	2.3%
(	1736	2.2%
)	1736	2.2%
r	1396	1.8%
c	1181	1.5%
/	1174	1.5%
s	1166	1.5%
t	1122	1.4%
b	1085	1.4%
y	1083	1.4%
N	864	1.1%
e	394	0.5%
g	244	0.3%
Other values (29)	227	0.3%

display_type
Categorical

HIGH CARDINALITY

Distinct	160
Distinct (%)	3.2%
Missing	2
Missing (%)	< 0.1%
Memory size	39.2 KiB

IPS LCD capacitive touchscreen 16M colors	1144
TFT 256K colors	550
TFT capacitive touchscreen 16M colors	464
TFT 65K colors	351
TFT capacitive touchscreen 256K colors	252
Other values (155)	2241

Common Values
Overview

Value	Count	Frequency (%)
IPS LCD capacitive touchscreen 16M colors	1144	22.9%
TFT 256K colors	550	11.0%
TFT capacitive touchscreen 16M colors	464	9.3%
TFT 65K colors	351	7.0%
TFT capacitive touchscreen 256K colors	252	5.0%
Super AMOLED capacitive touchscreen 16M colors	236	4.7%
TFT capacitive touchscreen	157	3.1%
TFT resistive touchscreen 256K colors	148	3.0%
AMOLED capacitive touchscreen 16M colors	146	2.9%
TFT resistive touchscreen 65K colors	139	2.8%
Capacitive touchscreen 16M colors	132	2.6%
CSTN 65K colors	125	2.5%
TFT 16M colors	116	2.3%
TFT	82	1.6%
TFT touchscreen 256K colors	54	1.1%
IPS LCD capacitive touchscreen	50	1.0%
Capacitive touchscreen	42	0.8%
LTPS IPS LCD capacitive touchscreen 16M colors	37	0.7%
TFT capacitive touchscreen 65K colors	37	0.7%
TFT touchscreen	32	0.6%
LED-backlit LCD capacitive touchscreen 16M colors	32	0.6%
LED-backlit IPS LCD capacitive touchscreen 16M colors	31	0.6%
TFT resistive touchscreen 256K colors (65K effective)	29	0.6%
TFT 256K colors	28	0.6%
S-LCD capacitive touchscreen 16M colors	27	0.5%
Other values (135)	561	11.2%

Frequencies of value counts

Unique

Unique	59 ?
Unique (%)	1.2%

Histogram of lengths of the category

Length

Max length	64
Median length	38
Mean length	33.14408473
Min length	3

Overview of Unicode Properties

Unique unicode characters	57
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	23096	13.9%
c	18295	11.0%
o	12919	7.8%
e	11767	7.1%
r	9077	5.5%
s	9001	5.4%
t	7333	4.4%
i	7241	4.4%
a	6535	3.9%
T	5303	3.2%
l	4754	2.9%
6	4640	2.8%
u	4082	2.5%
h	3695	2.2%
n	3688	2.2%
p	3596	2.2%
v	3590	2.2%
M	3225	1.9%
1	2751	1.7%
F	2558	1.5%
L	2223	1.3%
D	2211	1.3%
S	2043	1.2%
C	1910	1.2%
5	1888	1.1%
Other values (32)	8432	5.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	105928	63.9%
Uppercase Letter	26041	15.7%
Space Separator	23096	13.9%
Decimal Number	10487	6.3%
Dash Punctuation	175	0.1%
Open Punctuation	42	< 0.1%
Close Punctuation	42	< 0.1%
Math Symbol	41	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	5303	20.4%
M	3225	12.4%
F	2558	9.8%
L	2223	8.5%
D	2211	8.5%
S	2043	7.8%
C	1910	7.3%
K	1877	7.2%
P	1506	5.8%
I	1415	5.4%
E	576	2.2%
O	493	1.9%
A	468	1.8%
N	159	0.6%
H	35	0.1%
U	10	< 0.1%
B	9	< 0.1%
G	8	< 0.1%
Z	7	< 0.1%
V	5	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	23096	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
c	18295	17.3%
o	12919	12.2%
e	11767	11.1%
r	9077	8.6%
s	9001	8.5%
t	7333	6.9%
i	7241	6.8%
a	6535	6.2%
l	4754	4.5%
u	4082	3.9%
h	3695	3.5%
n	3688	3.5%
p	3596	3.4%
v	3590	3.4%
k	100	0.1%
b	94	0.1%
f	84	0.1%
m	27	< 0.1%
g	24	< 0.1%
d	19	< 0.1%
y	5	< 0.1%
w	1	< 0.1%
x	1	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
6	4640	44.2%
1	2751	26.2%
5	1888	18.0%
2	1163	11.1%
3	33	0.3%
4	4	< 0.1%
0	4	< 0.1%
9	4	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	175	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	42	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	42	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	41	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	131969	79.6%
Common	33884	20.4%

Most frequent Latin characters

Value	Count	Frequency (%)
c	18295	13.9%
o	12919	9.8%
e	11767	8.9%
r	9077	6.9%
s	9001	6.8%
t	7333	5.6%
i	7241	5.5%
a	6535	5.0%
T	5303	4.0%
l	4754	3.6%
u	4082	3.1%
h	3695	2.8%
n	3688	2.8%
p	3596	2.7%
v	3590	2.7%
M	3225	2.4%
F	2558	1.9%
L	2223	1.7%
D	2211	1.7%
S	2043	1.5%
C	1910	1.4%
K	1877	1.4%
P	1506	1.1%
I	1415	1.1%
E	576	0.4%
Other values (18)	1549	1.2%

Most frequent Common characters

Value	Count	Frequency (%)
	23096	68.2%
6	4640	13.7%
1	2751	8.1%
5	1888	5.6%
2	1163	3.4%
-	175	0.5%
(	42	0.1%
)	42	0.1%
+	41	0.1%
3	33	0.1%
4	4	< 0.1%
0	4	< 0.1%
9	4	< 0.1%
.	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	165853	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	23096	13.9%
c	18295	11.0%
o	12919	7.8%
e	11767	7.1%
r	9077	5.5%
s	9001	5.4%
t	7333	4.4%
i	7241	4.4%
a	6535	3.9%
T	5303	3.2%
l	4754	2.9%
6	4640	2.8%
u	4082	2.5%
h	3695	2.2%
n	3688	2.2%
p	3596	2.2%
v	3590	2.2%
M	3225	1.9%
1	2751	1.7%
F	2558	1.5%
L	2223	1.3%
D	2211	1.3%
S	2043	1.2%
C	1910	1.2%
5	1888	1.1%
Other values (32)	8432	5.1%

display_resolution
Categorical

HIGH CARDINALITY
MISSING

Distinct	2312
Distinct (%)	46.9%
Missing	79
Missing (%)	1.6%
Memory size	39.2 KiB

5.0 inches	29
5.0 inches (~66.7% screen-to-body ratio)	23
4.0 inches (~58.3% screen-to-body ratio)	19
4.0 inches	18
5.5 inches (~71.7% screen-to-body ratio)	16
Other values (2307)	4820

Common Values
Overview

Value	Count	Frequency (%)
5.0 inches	29	0.6%
5.0 inches (~66.7% screen-to-body ratio)	23	0.5%
4.0 inches (~58.3% screen-to-body ratio)	19	0.4%
4.0 inches	18	0.4%
5.5 inches (~71.7% screen-to-body ratio)	16	0.3%
5.0 inches (~67.6% screen-to-body ratio)	15	0.3%
5.0 inches (~66.2% screen-to-body ratio)	15	0.3%
5.0 inches (~66.0% screen-to-body ratio)	14	0.3%
5.0 inches (~68.4% screen-to-body ratio)	14	0.3%
4.0 inches (~56.9% screen-to-body ratio)	13	0.3%
5.0 inches (~69.8% screen-to-body ratio)	13	0.3%
5.0 inches (~66.9% screen-to-body ratio)	13	0.3%
4.0 inches (~57.4% screen-to-body ratio)	13	0.3%
5.0 inches (~66.5% screen-to-body ratio)	13	0.3%
5.5 inches (~72.2% screen-to-body ratio)	12	0.2%
5.5 inches	12	0.2%
4.0 inches (~59.4% screen-to-body ratio)	12	0.2%
5.0 inches (~67.9% screen-to-body ratio)	12	0.2%
2.0 inches (~24.9% screen-to-body ratio)	11	0.2%
5.0 inches (~66.8% screen-to-body ratio)	11	0.2%
5.0 inches (~69.3% screen-to-body ratio)	11	0.2%
5.0 inches (~67.7% screen-to-body ratio)	11	0.2%
2.0 inches (~25.6% screen-to-body ratio)	11	0.2%
3.5 inches	11	0.2%
1.8 inches	11	0.2%
Other values (2287)	4572	91.4%
(Missing)	79	1.6%

Frequencies of value counts

Unique

Unique	1313 ?
Unique (%)	26.7%

Histogram of lengths of the category

Length

Max length	56
Median length	40
Mean length	38.79996003
Min length	3

Overview of Unicode Properties

Unique unicode characters	46
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	19800	10.2%
e	14404	7.4%
o	14235	7.3%
n	9816	5.1%
.	9668	5.0%
c	9663	5.0%
i	9660	5.0%
s	9659	5.0%
-	9499	4.9%
t	9491	4.9%
r	9490	4.9%
h	4914	2.5%
a	4826	2.5%
b	4745	2.4%
(	4744	2.4%
~	4744	2.4%
%	4744	2.4%
d	4744	2.4%
y	4744	2.4%
)	4744	2.4%
5	3864	2.0%
2	3542	1.8%
4	2804	1.4%
6	2802	1.4%
0	2604	1.3%
Other values (21)	10205	5.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	110871	57.1%
Decimal Number	25157	13.0%
Space Separator	19800	10.2%
Other Punctuation	14586	7.5%
Dash Punctuation	9499	4.9%
Open Punctuation	4744	2.4%
Math Symbol	4744	2.4%
Close Punctuation	4744	2.4%
Uppercase Letter	10	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	3864	15.4%
2	3542	14.1%
4	2804	11.1%
6	2802	11.1%
0	2604	10.4%
3	2501	9.9%
7	2290	9.1%
1	2038	8.1%
8	1502	6.0%
9	1210	4.8%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	9668	66.3%
%	4744	32.5%
/	174	1.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	19800	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	14404	13.0%
o	14235	12.8%
n	9816	8.9%
c	9663	8.7%
i	9660	8.7%
s	9659	8.7%
t	9491	8.6%
r	9490	8.6%
h	4914	4.4%
a	4826	4.4%
b	4745	4.3%
d	4744	4.3%
y	4744	4.3%
m	316	0.3%
x	158	0.1%
l	2	< 0.1%
k	1	< 0.1%
p	1	< 0.1%
v	1	< 0.1%
u	1	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	4744	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
~	4744	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	9499	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	4744	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
L	2	20.0%
D	2	20.0%
E	1	10.0%
I	1	10.0%
P	1	10.0%
S	1	10.0%
C	1	10.0%
M	1	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	110881	57.1%
Common	83274	42.9%

Most frequent Common characters

Value	Count	Frequency (%)
	19800	23.8%
.	9668	11.6%
-	9499	11.4%
(	4744	5.7%
~	4744	5.7%
%	4744	5.7%
)	4744	5.7%
5	3864	4.6%
2	3542	4.3%
4	2804	3.4%
6	2802	3.4%
0	2604	3.1%
3	2501	3.0%
7	2290	2.7%
1	2038	2.4%
8	1502	1.8%
9	1210	1.5%
/	174	0.2%

Most frequent Latin characters

Value	Count	Frequency (%)
e	14404	13.0%
o	14235	12.8%
n	9816	8.9%
c	9663	8.7%
i	9660	8.7%
s	9659	8.7%
t	9491	8.6%
r	9490	8.6%
h	4914	4.4%
a	4826	4.4%
b	4745	4.3%
d	4744	4.3%
y	4744	4.3%
m	316	0.3%
x	158	0.1%
L	2	< 0.1%
D	2	< 0.1%
l	2	< 0.1%
E	1	< 0.1%
k	1	< 0.1%
I	1	< 0.1%
P	1	< 0.1%
S	1	< 0.1%
C	1	< 0.1%
p	1	< 0.1%
Other values (3)	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	194155	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	19800	10.2%
e	14404	7.4%
o	14235	7.3%
n	9816	5.1%
.	9668	5.0%
c	9663	5.0%
i	9660	5.0%
s	9659	5.0%
-	9499	4.9%
t	9491	4.9%
r	9490	4.9%
h	4914	2.5%
a	4826	2.5%
b	4745	2.4%
(	4744	2.4%
~	4744	2.4%
%	4744	2.4%
d	4744	2.4%
y	4744	2.4%
)	4744	2.4%
5	3864	2.0%
2	3542	1.8%
4	2804	1.4%
6	2802	1.4%
0	2604	1.3%
Other values (21)	10205	5.3%

display_size
Categorical

HIGH CARDINALITY

Distinct	536
Distinct (%)	10.7%
Missing	12
Missing (%)	0.2%
Memory size	39.2 KiB

720 x 1280 pixels (~294 ppi pixel density)	304
480 x 800 pixels (~233 ppi pixel density)	262
240 x 320 pixels (~167 ppi pixel density)	190
240 x 320 pixels (~143 ppi pixel density)	155
1080 x 1920 pixels (~401 ppi pixel density)	146
Other values (531)	3935

Common Values
Overview

Value	Count	Frequency (%)
720 x 1280 pixels (~294 ppi pixel density)	304	6.1%
480 x 800 pixels (~233 ppi pixel density)	262	5.2%
240 x 320 pixels (~167 ppi pixel density)	190	3.8%
240 x 320 pixels (~143 ppi pixel density)	155	3.1%
1080 x 1920 pixels (~401 ppi pixel density)	146	2.9%
240 x 320 pixels (~182 ppi pixel density)	137	2.7%
320 x 480 pixels (~165 ppi pixel density)	136	2.7%
480 x 854 pixels (~218 ppi pixel density)	117	2.3%
720 x 1280 pixels (~267 ppi pixel density)	108	2.2%
128 x 160 pixels (~114 ppi pixel density)	108	2.2%
1080 x 1920 pixels (~441 ppi pixel density)	105	2.1%
240 x 320 pixels (~200 ppi pixel density)	104	2.1%
480 x 800 pixels (~217 ppi pixel density)	79	1.6%
320 x 480 pixels (~180 ppi pixel density)	76	1.5%
720 x 1280 pixels (~312 ppi pixel density)	75	1.5%
600 x 1024 pixels (~170 ppi pixel density)	74	1.5%
176 x 220 pixels (~141 ppi pixel density)	73	1.5%
480 x 854 pixels (~196 ppi pixel density)	65	1.3%
540 x 960 pixels (~245 ppi pixel density)	64	1.3%
240 x 400 pixels (~155 ppi pixel density)	63	1.3%
320 x 240 pixels (~167 ppi pixel density)	59	1.2%
540 x 960 pixels (~256 ppi pixel density)	56	1.1%
240 x 320 pixels (~154 ppi pixel density)	53	1.1%
1080 x 1920 pixels (~424 ppi pixel density)	46	0.9%
176 x 220 pixels (~128 ppi pixel density)	45	0.9%
Other values (511)	2292	45.8%

Frequencies of value counts

Unique

Unique	257 ?
Unique (%)	5.1%

Histogram of lengths of the category

Length

Max length	64
Median length	41
Mean length	40.8401279
Min length	1

Overview of Unicode Properties

Unique unicode characters	46
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	34523	16.9%
i	19658	9.6%
p	19619	9.6%
x	14821	7.3%
e	14768	7.2%
0	11140	5.5%
s	9877	4.8%
l	9864	4.8%
2	8526	4.2%
1	6561	3.2%
4	5258	2.6%
8	4982	2.4%
n	4941	2.4%
(	4892	2.4%
)	4892	2.4%
d	4891	2.4%
t	4887	2.4%
~	4885	2.4%
y	4885	2.4%
3	2862	1.4%
6	2528	1.2%
7	1876	0.9%
5	1554	0.8%
9	1494	0.7%
/	33	< 0.1%
Other values (21)	147	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	108276	53.0%
Decimal Number	46781	22.9%
Space Separator	34523	16.9%
Open Punctuation	4892	2.4%
Close Punctuation	4892	2.4%
Math Symbol	4885	2.4%
Other Punctuation	53	< 0.1%
Uppercase Letter	36	< 0.1%
Dash Punctuation	26	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	11140	23.8%
2	8526	18.2%
1	6561	14.0%
4	5258	11.2%
8	4982	10.6%
3	2862	6.1%
6	2528	5.4%
7	1876	4.0%
5	1554	3.3%
9	1494	3.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	34523	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	19658	18.2%
p	19619	18.1%
x	14821	13.7%
e	14768	13.6%
s	9877	9.1%
l	9864	9.1%
n	4941	4.6%
d	4891	4.5%
t	4887	4.5%
y	4885	4.5%
c	21	< 0.1%
h	20	< 0.1%
a	15	< 0.1%
r	4	< 0.1%
o	3	< 0.1%
b	1	< 0.1%
m	1	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	4892	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
~	4885	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	4892	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	26	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	33	62.3%
.	19	35.8%
%	1	1.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	6	16.7%
W	5	13.9%
V	5	13.9%
G	5	13.9%
T	4	11.1%
Q	3	8.3%
K	2	5.6%
N	2	5.6%
L	2	5.6%
B	1	2.8%
C	1	2.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108312	53.0%
Common	96052	47.0%

Most frequent Common characters

Value	Count	Frequency (%)
	34523	35.9%
0	11140	11.6%
2	8526	8.9%
1	6561	6.8%
4	5258	5.5%
8	4982	5.2%
(	4892	5.1%
)	4892	5.1%
~	4885	5.1%
3	2862	3.0%
6	2528	2.6%
7	1876	2.0%
5	1554	1.6%
9	1494	1.6%
/	33	< 0.1%
-	26	< 0.1%
.	19	< 0.1%
%	1	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
i	19658	18.1%
p	19619	18.1%
x	14821	13.7%
e	14768	13.6%
s	9877	9.1%
l	9864	9.1%
n	4941	4.6%
d	4891	4.5%
t	4887	4.5%
y	4885	4.5%
c	21	< 0.1%
h	20	< 0.1%
a	15	< 0.1%
A	6	< 0.1%
W	5	< 0.1%
V	5	< 0.1%
G	5	< 0.1%
r	4	< 0.1%
T	4	< 0.1%
o	3	< 0.1%
Q	3	< 0.1%
K	2	< 0.1%
N	2	< 0.1%
L	2	< 0.1%
b	1	< 0.1%
Other values (3)	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	204364	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	34523	16.9%
i	19658	9.6%
p	19619	9.6%
x	14821	7.3%
e	14768	7.2%
0	11140	5.5%
s	9877	4.8%
l	9864	4.8%
2	8526	4.2%
1	6561	3.2%
4	5258	2.6%
8	4982	2.4%
n	4941	2.4%
(	4892	2.4%
)	4892	2.4%
d	4891	2.4%
t	4887	2.4%
~	4885	2.4%
y	4885	2.4%
3	2862	1.4%
6	2528	1.2%
7	1876	0.9%
5	1554	0.8%
9	1494	0.7%
/	33	< 0.1%
Other values (21)	147	0.1%

OS
Categorical

HIGH CARDINALITY
MISSING

Distinct	479
Distinct (%)	13.4%
Missing	1442
Missing (%)	28.8%
Memory size	39.2 KiB

Android 4.4.2 (KitKat)	290
Android 4.2 (Jelly Bean)	192
Android 6.0 (Marshmallow)	172
Android 5.1 (Lollipop)	164
Android 2.3 (Gingerbread)	129
Other values (474)	2615

Common Values
Overview

Value	Count	Frequency (%)
Android 4.4.2 (KitKat)	290	5.8%
Android 4.2 (Jelly Bean)	192	3.8%
Android 6.0 (Marshmallow)	172	3.4%
Android 5.1 (Lollipop)	164	3.3%
Android 2.3 (Gingerbread)	129	2.6%
Android 4.0 (Ice Cream Sandwich)	123	2.5%
Android 4.2.2 (Jelly Bean)	110	2.2%
Android 4.1 (Jelly Bean)	96	1.9%
Android 2.2 (Froyo)	73	1.5%
Android 6.0.1 (Marshmallow)	71	1.4%
Android 7.0 (Nougat)	67	1.3%
Android 4.1.2 (Jelly Bean)	64	1.3%
Android 4.0.4 (Ice Cream Sandwich)	62	1.2%
Android 5.0 (Lollipop)	57	1.1%
Android 4.4.4 (KitKat)	48	1.0%
Android 4.4 (KitKat)	44	0.9%
Android 4.3 (Jelly Bean)	41	0.8%
Android 5.1.1 (Lollipop)	39	0.8%
Microsoft Windows Mobile 5.0 PocketPC	37	0.7%
Microsoft Windows Mobile 6.1 Professional	37	0.7%
Android 2.1 (Eclair)	36	0.7%
Android 2.3.6 (Gingerbread)	35	0.7%
Microsoft Windows Mobile 6.0 Professional	33	0.7%
Android 2.2 (Froyo)/ upgradable to 2.3 (Gingerbread)	29	0.6%
Microsoft Windows Phone 8.1	24	0.5%
Other values (454)	1489	29.8%
(Missing)	1442	28.8%

Frequencies of value counts

Unique

Unique	210 ?
Unique (%)	5.9%

Histogram of lengths of the category

Length

Max length	92
Median length	24
Mean length	24.12509992
Min length	3

Overview of Unicode Properties

Unique unicode characters	70
Unique unicode categories	10 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	13044	10.8%
n	8517	7.1%
d	8022	6.6%
o	7709	6.4%
a	7384	6.1%
r	6315	5.2%
i	6300	5.2%
.	5929	4.9%
e	5076	4.2%
l	5032	4.2%
(	3605	3.0%
)	3605	3.0%
A	2938	2.4%
t	2803	2.3%
4	2638	2.2%
2	2149	1.8%
p	2121	1.8%
0	1597	1.3%
b	1563	1.3%
s	1504	1.2%
1	1496	1.2%
g	1407	1.2%
c	1345	1.1%
K	1214	1.0%
w	1207	1.0%
Other values (45)	16202	13.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	71350	59.1%
Space Separator	13044	10.8%
Uppercase Letter	11376	9.4%
Decimal Number	10686	8.9%
Other Punctuation	6998	5.8%
Open Punctuation	3605	3.0%
Close Punctuation	3605	3.0%
Dash Punctuation	50	< 0.1%
Modifier Symbol	7	< 0.1%
Math Symbol	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	2938	25.8%
K	1214	10.7%
M	1072	9.4%
B	931	8.2%
S	915	8.0%
J	807	7.1%
L	576	5.1%
C	426	3.7%
I	405	3.6%
W	384	3.4%
G	377	3.3%
P	353	3.1%
O	299	2.6%
N	199	1.7%
F	154	1.4%
E	102	0.9%
H	63	0.6%
U	56	0.5%
T	46	0.4%
D	20	0.2%
X	14	0.1%
Q	12	0.1%
R	10	0.1%
V	2	< 0.1%
Y	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	8517	11.9%
d	8022	11.2%
o	7709	10.8%
a	7384	10.3%
r	6315	8.9%
i	6300	8.8%
e	5076	7.1%
l	5032	7.1%
t	2803	3.9%
p	2121	3.0%
b	1563	2.2%
s	1504	2.1%
g	1407	2.0%
c	1345	1.9%
w	1207	1.7%
y	1186	1.7%
u	1098	1.5%
m	1056	1.5%
h	965	1.4%
f	497	0.7%
k	145	0.2%
v	35	< 0.1%
x	34	< 0.1%
z	29	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	13044	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
4	2638	24.7%
2	2149	20.1%
0	1597	14.9%
1	1496	14.0%
5	784	7.3%
6	783	7.3%
3	760	7.1%
7	273	2.6%
9	104	1.0%
8	102	1.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	5929	84.7%
/	1033	14.8%
&	12	0.2%
#	12	0.2%
;	12	0.2%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	3605	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	3605	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	50	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
~	1	100.0%

Most frequent Modifier Symbol characters

Value	Count	Frequency (%)
^	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	82726	68.5%
Common	37996	31.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	8517	10.3%
d	8022	9.7%
o	7709	9.3%
a	7384	8.9%
r	6315	7.6%
i	6300	7.6%
e	5076	6.1%
l	5032	6.1%
A	2938	3.6%
t	2803	3.4%
p	2121	2.6%
b	1563	1.9%
s	1504	1.8%
g	1407	1.7%
c	1345	1.6%
K	1214	1.5%
w	1207	1.5%
y	1186	1.4%
u	1098	1.3%
M	1072	1.3%
m	1056	1.3%
h	965	1.2%
B	931	1.1%
S	915	1.1%
J	807	1.0%
Other values (24)	4239	5.1%

Most frequent Common characters

Value	Count	Frequency (%)
	13044	34.3%
.	5929	15.6%
(	3605	9.5%
)	3605	9.5%
4	2638	6.9%
2	2149	5.7%
0	1597	4.2%
1	1496	3.9%
/	1033	2.7%
5	784	2.1%
6	783	2.1%
3	760	2.0%
7	273	0.7%
9	104	0.3%
8	102	0.3%
-	50	0.1%
&	12	< 0.1%
#	12	< 0.1%
;	12	< 0.1%
^	7	< 0.1%
~	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	120722	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	13044	10.8%
n	8517	7.1%
d	8022	6.6%
o	7709	6.4%
a	7384	6.1%
r	6315	5.2%
i	6300	5.2%
.	5929	4.9%
e	5076	4.2%
l	5032	4.2%
(	3605	3.0%
)	3605	3.0%
A	2938	2.4%
t	2803	2.3%
4	2638	2.2%
2	2149	1.8%
p	2121	1.8%
0	1597	1.3%
b	1563	1.3%
s	1504	1.2%
1	1496	1.2%
g	1407	1.2%
c	1345	1.1%
K	1214	1.0%
w	1207	1.0%
Other values (45)	16202	13.4%

CPU
Categorical

HIGH CARDINALITY
MISSING

Distinct	474
Distinct (%)	13.5%
Missing	1483
Missing (%)	29.6%
Memory size	39.2 KiB

Quad-core 1.2 GHz Cortex-A7	219
Quad-core 1.3 GHz Cortex-A7	171
Dual-core 1.0 GHz Cortex-A9	114
Quad-core 1.2 GHz Cortex-A53	89
1.0 GHz Scorpion	81
Other values (469)	2847

Common Values
Overview

Value	Count	Frequency (%)
Quad-core 1.2 GHz Cortex-A7	219	4.4%
Quad-core 1.3 GHz Cortex-A7	171	3.4%
Dual-core 1.0 GHz Cortex-A9	114	2.3%
Quad-core 1.2 GHz Cortex-A53	89	1.8%
1.0 GHz Scorpion	81	1.6%
1.0 GHz	75	1.5%
Quad-core 1.2 GHz	72	1.4%
528 MHz ARM 11	61	1.2%
Dual-core 1.3 GHz Cortex-A7	60	1.2%
Dual-core 1.5 GHz Krait	59	1.2%
600 MHz ARM 11	56	1.1%
Dual-core 1.2 GHz	54	1.1%
Dual-core 1.2 GHz Cortex-A9	51	1.0%
1.0 GHz Cortex-A8	50	1.0%
Quad-core 1.3 GHz Cortex-A53	48	1.0%
Quad-core 1.3 GHz	46	0.9%
1.0 GHz Cortex-A9	43	0.9%
Octa-core 2.0 GHz Cortex-A53	40	0.8%
Quad-core 2.3 GHz Krait 400	38	0.8%
Octa-core (4x1.5 GHz Cortex-A53 & 4x1.0 GHz Cortex-A53)	38	0.8%
Dual-core 1.2 GHz Cortex-A7	37	0.7%
Dual-core 1.0 GHz	37	0.7%
1.0 GHz Cortex-A5	36	0.7%
Quad-core 1.5 GHz Cortex-A7	35	0.7%
200 MHz ARM926EJ-S	34	0.7%
Other values (449)	1877	37.5%
(Missing)	1483	29.6%

Frequencies of value counts

Unique

Unique	223 ?
Unique (%)	6.3%

Histogram of lengths of the category

Length

Max length	74
Median length	17
Mean length	18.42366107
Min length	1

Overview of Unicode Properties

Unique unicode characters	68
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	10930	11.9%
r	5267	5.7%
o	5181	5.6%
e	4920	5.3%
-	4758	5.2%
a	4361	4.7%
H	3866	4.2%
z	3832	4.2%
1	3482	3.8%
n	3273	3.6%
c	3223	3.5%
G	3179	3.4%
.	3152	3.4%
t	3088	3.3%
x	2930	3.2%
A	2579	2.8%
C	2243	2.4%
u	1974	2.1%
0	1851	2.0%
2	1776	1.9%
5	1707	1.9%
3	1618	1.8%
d	1261	1.4%
Q	1206	1.3%
4	1120	1.2%
Other values (43)	9415	10.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	41369	44.9%
Uppercase Letter	16829	18.3%
Decimal Number	14022	15.2%
Space Separator	10930	11.9%
Dash Punctuation	4758	5.2%
Other Punctuation	3531	3.8%
Open Punctuation	375	0.4%
Close Punctuation	375	0.4%
Math Symbol	3	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
H	3866	23.0%
G	3179	18.9%
A	2579	15.3%
C	2243	13.3%
Q	1206	7.2%
M	1037	6.2%
D	733	4.4%
O	514	3.1%
K	362	2.2%
S	344	2.0%
R	312	1.9%
X	104	0.6%
P	85	0.5%
E	56	0.3%
I	56	0.3%
T	47	0.3%
J	41	0.2%
N	26	0.2%
B	10	0.1%
F	8	< 0.1%
U	7	< 0.1%
L	6	< 0.1%
Z	4	< 0.1%
V	2	< 0.1%
W	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
r	5267	12.7%
o	5181	12.5%
e	4920	11.9%
a	4361	10.5%
z	3832	9.3%
n	3273	7.9%
c	3223	7.8%
t	3088	7.5%
x	2930	7.1%
u	1974	4.8%
d	1261	3.0%
l	898	2.2%
i	526	1.3%
p	207	0.5%
y	110	0.3%
s	82	0.2%
m	61	0.1%
v	53	0.1%
g	46	0.1%
b	37	0.1%
h	20	< 0.1%
w	11	< 0.1%
f	4	< 0.1%
k	4	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	4758	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	10930	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	3482	24.8%
0	1851	13.2%
2	1776	12.7%
5	1707	12.2%
3	1618	11.5%
4	1120	8.0%
7	1045	7.5%
6	488	3.5%
9	470	3.4%
8	465	3.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	3152	89.3%
&	332	9.4%
/	47	1.3%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	375	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	375	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	58198	63.1%
Common	33994	36.9%

Most frequent Latin characters

Value	Count	Frequency (%)
r	5267	9.1%
o	5181	8.9%
e	4920	8.5%
a	4361	7.5%
H	3866	6.6%
z	3832	6.6%
n	3273	5.6%
c	3223	5.5%
G	3179	5.5%
t	3088	5.3%
x	2930	5.0%
A	2579	4.4%
C	2243	3.9%
u	1974	3.4%
d	1261	2.2%
Q	1206	2.1%
M	1037	1.8%
l	898	1.5%
D	733	1.3%
i	526	0.9%
O	514	0.9%
K	362	0.6%
S	344	0.6%
R	312	0.5%
p	207	0.4%
Other values (25)	882	1.5%

Most frequent Common characters

Value	Count	Frequency (%)
	10930	32.2%
-	4758	14.0%
1	3482	10.2%
.	3152	9.3%
0	1851	5.4%
2	1776	5.2%
5	1707	5.0%
3	1618	4.8%
4	1120	3.3%
7	1045	3.1%
6	488	1.4%
9	470	1.4%
8	465	1.4%
(	375	1.1%
)	375	1.1%
&	332	1.0%
/	47	0.1%
+	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	92192	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	10930	11.9%
r	5267	5.7%
o	5181	5.6%
e	4920	5.3%
-	4758	5.2%
a	4361	4.7%
H	3866	4.2%
z	3832	4.2%
1	3482	3.8%
n	3273	3.6%
c	3223	3.5%
G	3179	3.4%
.	3152	3.4%
t	3088	3.3%
x	2930	3.2%
A	2579	2.8%
C	2243	2.4%
u	1974	2.1%
0	1851	2.0%
2	1776	1.9%
5	1707	1.9%
3	1618	1.8%
d	1261	1.4%
Q	1206	1.3%
4	1120	1.2%
Other values (43)	9415	10.2%

Chipset
Categorical

HIGH CARDINALITY
MISSING

Distinct	467
Distinct (%)	17.0%
Missing	2256
Missing (%)	45.1%
Memory size	39.2 KiB

Qualcomm MSM8916 Snapdragon 410	94
Mediatek MT6582	64
Qualcomm MSM8939 Snapdragon 615	59
Qualcomm MSM8960 Snapdragon S4 Plus	58
Mediatek MT6589	57
Other values (462)	2416

Common Values
Overview

Value	Count	Frequency (%)
Qualcomm MSM8916 Snapdragon 410	94	1.9%
Mediatek MT6582	64	1.3%
Qualcomm MSM8939 Snapdragon 615	59	1.2%
Qualcomm MSM8960 Snapdragon S4 Plus	58	1.2%
Mediatek MT6589	57	1.1%
Mediatek MT6572	53	1.1%
Mediatek MT6582M	48	1.0%
Qualcomm MSM8926 Snapdragon 400	45	0.9%
Mediatek MT6577	44	0.9%
Qualcomm Snapdragon 400	41	0.8%
Qualcomm MSM8255 Snapdragon S2	40	0.8%
Qualcomm MSM7227 Snapdragon S1	37	0.7%
Mediatek MT6753	35	0.7%
TI OMAP 4430	33	0.7%
Mediatek MT6592	33	0.7%
Mediatek MT6575	32	0.6%
TI OMAP 850	31	0.6%
Qualcomm MSM8994 Snapdragon 810	29	0.6%
Nvidia Tegra 2 T20	29	0.6%
Qualcomm QSD8250 Snapdragon S1	29	0.6%
Qualcomm MSM8953 Snapdragon 625	27	0.5%
Qualcomm MSM8996 Snapdragon 820	27	0.5%
Mediatek MT6735	27	0.5%
Mediatek MT6755 Helio P10	26	0.5%
Qualcomm MSM8260 Snapdragon S3	26	0.5%
Other values (442)	1724	34.5%
(Missing)	2256	45.1%

Frequencies of value counts

Unique

Unique	192 ?
Unique (%)	7.0%

Histogram of lengths of the category

Length

Max length	82
Median length	13
Mean length	13.59172662
Min length	3

Overview of Unicode Properties

Unique unicode characters	69
Unique unicode categories	10 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	7215	10.6%
a	7181	10.6%
	5873	8.6%
M	4078	6.0%
S	2904	4.3%
o	2897	4.3%
m	2800	4.1%
d	2243	3.3%
e	2020	3.0%
0	1791	2.6%
l	1691	2.5%
2	1689	2.5%
8	1637	2.4%
r	1565	2.3%
6	1559	2.3%
5	1527	2.2%
u	1496	2.2%
c	1417	2.1%
Q	1416	2.1%
i	1380	2.0%
p	1362	2.0%
g	1327	2.0%
T	1205	1.8%
7	1175	1.7%
9	1077	1.6%
Other values (44)	7488	11.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	37090	54.5%
Decimal Number	12977	19.1%
Uppercase Letter	11910	17.5%
Space Separator	5873	8.6%
Dash Punctuation	91	0.1%
Other Punctuation	34	< 0.1%
Open Punctuation	18	< 0.1%
Close Punctuation	18	< 0.1%
Other Symbol	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	4078	34.2%
S	2904	24.4%
Q	1416	11.9%
T	1205	10.1%
A	548	4.6%
P	398	3.3%
I	216	1.8%
O	178	1.5%
H	172	1.4%
N	120	1.0%
E	116	1.0%
C	97	0.8%
K	75	0.6%
Z	70	0.6%
X	65	0.5%
D	62	0.5%
B	53	0.4%
G	32	0.3%
W	23	0.2%
V	23	0.2%
R	22	0.2%
L	15	0.1%
U	11	0.1%
F	10	0.1%
Y	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	7215	19.5%
a	7181	19.4%
o	2897	7.8%
m	2800	7.5%
d	2243	6.0%
e	2020	5.4%
l	1691	4.6%
r	1565	4.2%
u	1496	4.0%
c	1417	3.8%
i	1380	3.7%
p	1362	3.7%
g	1327	3.6%
t	1055	2.8%
k	819	2.2%
s	185	0.5%
v	136	0.4%
y	128	0.3%
x	106	0.3%
b	27	0.1%
h	26	0.1%
w	13	< 0.1%
z	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	5873	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	1791	13.8%
2	1689	13.0%
8	1637	12.6%
6	1559	12.0%
5	1527	11.8%
7	1175	9.1%
9	1077	8.3%
1	964	7.4%
4	805	6.2%
3	753	5.8%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	91	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	18	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	18	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	26	76.5%
&	3	8.8%
#	2	5.9%
;	2	5.9%
.	1	2.9%

Most frequent Other Symbol characters

Value	Count	Frequency (%)
®	1	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	49000	72.0%
Common	19013	28.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	7215	14.7%
a	7181	14.7%
M	4078	8.3%
S	2904	5.9%
o	2897	5.9%
m	2800	5.7%
d	2243	4.6%
e	2020	4.1%
l	1691	3.5%
r	1565	3.2%
u	1496	3.1%
c	1417	2.9%
Q	1416	2.9%
i	1380	2.8%
p	1362	2.8%
g	1327	2.7%
T	1205	2.5%
t	1055	2.2%
k	819	1.7%
A	548	1.1%
P	398	0.8%
I	216	0.4%
s	185	0.4%
O	178	0.4%
H	172	0.4%
Other values (23)	1232	2.5%

Most frequent Common characters

Value	Count	Frequency (%)
	5873	30.9%
0	1791	9.4%
2	1689	8.9%
8	1637	8.6%
6	1559	8.2%
5	1527	8.0%
7	1175	6.2%
9	1077	5.7%
1	964	5.1%
4	805	4.2%
3	753	4.0%
-	91	0.5%
/	26	0.1%
(	18	0.1%
)	18	0.1%
&	3	< 0.1%
#	2	< 0.1%
;	2	< 0.1%
.	1	< 0.1%
®	1	< 0.1%
+	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68012	> 99.9%
None	1	< 0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	7215	10.6%
a	7181	10.6%
	5873	8.6%
M	4078	6.0%
S	2904	4.3%
o	2897	4.3%
m	2800	4.1%
d	2243	3.3%
e	2020	3.0%
0	1791	2.6%
l	1691	2.5%
2	1689	2.5%
8	1637	2.4%
r	1565	2.3%
6	1559	2.3%
5	1527	2.2%
u	1496	2.2%
c	1417	2.1%
Q	1416	2.1%
i	1380	2.0%
p	1362	2.0%
g	1327	2.0%
T	1205	1.8%
7	1175	1.7%
9	1077	1.6%
Other values (43)	7487	11.0%

Most frequent None characters

Value	Count	Frequency (%)
®	1	100.0%

GPU
Categorical

HIGH CARDINALITY
MISSING

Distinct	137
Distinct (%)	5.2%
Missing	2361
Missing (%)	47.2%
Memory size	39.2 KiB

Adreno 200	164
Adreno 305	162
Mali-400	161
Mali-400MP2	155
Adreno 306	100
Other values (132)	1901

Common Values
Overview

Value	Count	Frequency (%)
Adreno 200	164	3.3%
Adreno 305	162	3.2%
Mali-400	161	3.2%
Mali-400MP2	155	3.1%
Adreno 306	100	2.0%
PowerVR SGX544	98	2.0%
Adreno 330	95	1.9%
Adreno 405	93	1.9%
Mali-T720MP2	84	1.7%
Adreno 205	82	1.6%
PowerVR SGX540	80	1.6%
PowerVR SGX531	79	1.6%
ULP GeForce	76	1.5%
Mali-450MP4	73	1.5%
Adreno 225	67	1.3%
Adreno 220	55	1.1%
PowerVR SGX531u	54	1.1%
Adreno 302	53	1.1%
Adreno 130	48	1.0%
Mali-T860MP2	47	0.9%
PowerVR SGX544MP2	43	0.9%
Adreno 320	42	0.8%
Adreno 530	41	0.8%
Adreno 510	35	0.7%
Mali-400MP4	33	0.7%
Other values (112)	623	12.5%
(Missing)	2361	47.2%

Frequencies of value counts

Unique

Unique	52 ?
Unique (%)	2.0%

Histogram of lengths of the category

Length

Max length	51
Median length	8
Mean length	7.548561151
Min length	3

Overview of Unicode Properties

Unique unicode characters	62
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	6016	15.9%
a	3210	8.5%
0	2682	7.1%
	2160	5.7%
e	2079	5.5%
r	1969	5.2%
o	1956	5.2%
M	1402	3.7%
d	1322	3.5%
A	1260	3.3%
2	1257	3.3%
P	1206	3.2%
4	1193	3.2%
5	1106	2.9%
3	1032	2.7%
i	848	2.2%
-	801	2.1%
l	792	2.1%
G	612	1.6%
V	539	1.4%
w	495	1.3%
R	494	1.3%
X	445	1.2%
S	439	1.2%
6	335	0.9%
Other values (37)	2123	5.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	19221	50.9%
Decimal Number	8310	22.0%
Uppercase Letter	7177	19.0%
Space Separator	2160	5.7%
Dash Punctuation	801	2.1%
Open Punctuation	47	0.1%
Close Punctuation	47	0.1%
Other Punctuation	10	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	1402	19.5%
A	1260	17.6%
P	1206	16.8%
G	612	8.5%
V	539	7.5%
R	494	6.9%
X	445	6.2%
S	439	6.1%
T	331	4.6%
L	92	1.3%
U	89	1.2%
F	89	1.2%
B	50	0.7%
C	38	0.5%
I	36	0.5%
E	12	0.2%
H	11	0.2%
D	10	0.1%
K	9	0.1%
N	5	0.1%
W	5	0.1%
Z	1	< 0.1%
Q	1	< 0.1%
Y	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	6016	31.3%
a	3210	16.7%
e	2079	10.8%
r	1969	10.2%
o	1956	10.2%
d	1322	6.9%
i	848	4.4%
l	792	4.1%
w	495	2.6%
c	180	0.9%
u	70	0.4%
s	55	0.3%
p	39	0.2%
t	37	0.2%
g	34	0.2%
m	34	0.2%
h	29	0.2%
v	27	0.1%
q	11	0.1%
y	9	< 0.1%
x	7	< 0.1%
k	1	< 0.1%
z	1	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	801	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	2682	32.3%
2	1257	15.1%
4	1193	14.4%
5	1106	13.3%
3	1032	12.4%
6	335	4.0%
1	267	3.2%
7	237	2.9%
8	194	2.3%
9	7	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	2160	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	47	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	47	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	26398	69.9%
Common	11375	30.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	6016	22.8%
a	3210	12.2%
e	2079	7.9%
r	1969	7.5%
o	1956	7.4%
M	1402	5.3%
d	1322	5.0%
A	1260	4.8%
P	1206	4.6%
i	848	3.2%
l	792	3.0%
G	612	2.3%
V	539	2.0%
w	495	1.9%
R	494	1.9%
X	445	1.7%
S	439	1.7%
T	331	1.3%
c	180	0.7%
L	92	0.3%
U	89	0.3%
F	89	0.3%
u	70	0.3%
s	55	0.2%
B	50	0.2%
Other values (22)	358	1.4%

Most frequent Common characters

Value	Count	Frequency (%)
0	2682	23.6%
	2160	19.0%
2	1257	11.1%
4	1193	10.5%
5	1106	9.7%
3	1032	9.1%
-	801	7.0%
6	335	2.9%
1	267	2.3%
7	237	2.1%
8	194	1.7%
(	47	0.4%
)	47	0.4%
/	10	0.1%
9	7	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37773	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	6016	15.9%
a	3210	8.5%
0	2682	7.1%
	2160	5.7%
e	2079	5.5%
r	1969	5.2%
o	1956	5.2%
M	1402	3.7%
d	1322	3.5%
A	1260	3.3%
2	1257	3.3%
P	1206	3.2%
4	1193	3.2%
5	1106	2.9%
3	1032	2.7%
i	848	2.2%
-	801	2.1%
l	792	2.1%
G	612	1.6%
V	539	1.4%
w	495	1.3%
R	494	1.3%
X	445	1.2%
S	439	1.2%
6	335	0.9%
Other values (37)	2123	5.6%

memory_card
Categorical

HIGH CARDINALITY

Distinct	156
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

microSD up to 32 GB (dedicated slot)	1472
No	721
microSD up to 256 GB (dedicated slot)	311
microSD up to 8 GB (dedicated slot)	297
microSD (dedicated slot)	287
Other values (151)	1916

Common Values
Overview

Value	Count	Frequency (%)
microSD up to 32 GB (dedicated slot)	1472	29.4%
No	721	14.4%
microSD up to 256 GB (dedicated slot)	311	6.2%
microSD up to 8 GB (dedicated slot)	297	5.9%
microSD (dedicated slot)	287	5.7%
microSD up to 64 GB (dedicated slot)	281	5.6%
microSD up to 16 GB (dedicated slot)	265	5.3%
microSD up to 32 GB	221	4.4%
microSD up to 256 GB (uses SIM 2 slot)	185	3.7%
microSD up to 2 GB (dedicated slot)	134	2.7%
microSD up to 32 GB (dedicated slot) 2 GB included	116	2.3%
microSD up to 4 GB (dedicated slot)	111	2.2%
microSD up to 256 GB	57	1.1%
microSD up to 32 GB (dedicated slot) 8 GB included	50	1.0%
miniSD	35	0.7%
microSD up to 64 GB	29	0.6%
microSD up to 32 GB (dedicated slot) 4 GB included	22	0.4%
microSD up to 16 GB (dedicated slot) 2 GB included	21	0.4%
microSD up to 32 GB (dedicated slot) 16 GB included	19	0.4%
microSD up to 64 GB (uses SIM 2 slot)	17	0.3%
Memory Stick Micro (M2) up to 2 GB	15	0.3%
microSD up to 32 GB (uses SIM 2 slot)	14	0.3%
Memory Stick Micro (M2) up to 8 GB	12	0.2%
microSD up to 128 GB	11	0.2%
microSD up to 128 GB (uses SIM 2 slot)	11	0.2%
Other values (131)	290	5.8%

Frequencies of value counts

Unique

Unique	76 ?
Unique (%)	1.5%

Histogram of lengths of the category

Length

Max length	77
Median length	37
Mean length	30.77358114
Min length	2

Overview of Unicode Properties

Unique unicode characters	61
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	29358	19.1%
o	12706	8.3%
d	11386	7.4%
t	11301	7.3%
i	8310	5.4%
c	8167	5.3%
e	7845	5.1%
S	4550	3.0%
u	4502	2.9%
r	4281	2.8%
m	4278	2.8%
s	4274	2.8%
B	4264	2.8%
G	4218	2.7%
D	4217	2.7%
l	4191	2.7%
p	3907	2.5%
(	3843	2.5%
)	3843	2.5%
a	3556	2.3%
2	3245	2.1%
3	1965	1.3%
6	1290	0.8%
N	721	0.5%
5	619	0.4%
Other values (36)	3154	2.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	89385	58.0%
Space Separator	29358	19.1%
Uppercase Letter	18894	12.3%
Decimal Number	8562	5.6%
Open Punctuation	3843	2.5%
Close Punctuation	3843	2.5%
Dash Punctuation	75	< 0.1%
Other Punctuation	29	< 0.1%
Math Symbol	2	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	12706	14.2%
d	11386	12.7%
t	11301	12.6%
i	8310	9.3%
c	8167	9.1%
e	7845	8.8%
u	4502	5.0%
r	4281	4.8%
m	4278	4.8%
s	4274	4.8%
l	4191	4.7%
p	3907	4.4%
a	3556	4.0%
n	473	0.5%
k	83	0.1%
y	78	0.1%
g	30	< 0.1%
b	8	< 0.1%
f	6	< 0.1%
x	1	< 0.1%
h	1	< 0.1%
v	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	4550	24.1%
B	4264	22.6%
G	4218	22.3%
D	4217	22.3%
N	721	3.8%
M	570	3.0%
I	276	1.5%
C	23	0.1%
O	14	0.1%
P	10	0.1%
T	7	< 0.1%
R	6	< 0.1%
V	5	< 0.1%
F	4	< 0.1%
Y	2	< 0.1%
W	2	< 0.1%
A	1	< 0.1%
H	1	< 0.1%
X	1	< 0.1%
L	1	< 0.1%
E	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	29358	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	3245	37.9%
3	1965	23.0%
6	1290	15.1%
5	619	7.2%
4	528	6.2%
1	462	5.4%
8	442	5.2%
0	7	0.1%
9	4	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	3843	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	3843	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	25	86.2%
.	2	6.9%
;	1	3.4%
&	1	3.4%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	75	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108279	70.3%
Common	45712	29.7%

Most frequent Latin characters

Value	Count	Frequency (%)
o	12706	11.7%
d	11386	10.5%
t	11301	10.4%
i	8310	7.7%
c	8167	7.5%
e	7845	7.2%
S	4550	4.2%
u	4502	4.2%
r	4281	4.0%
m	4278	4.0%
s	4274	3.9%
B	4264	3.9%
G	4218	3.9%
D	4217	3.9%
l	4191	3.9%
p	3907	3.6%
a	3556	3.3%
N	721	0.7%
M	570	0.5%
n	473	0.4%
I	276	0.3%
k	83	0.1%
y	78	0.1%
g	30	< 0.1%
C	23	< 0.1%
Other values (18)	72	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	29358	64.2%
(	3843	8.4%
)	3843	8.4%
2	3245	7.1%
3	1965	4.3%
6	1290	2.8%
5	619	1.4%
4	528	1.2%
1	462	1.0%
8	442	1.0%
-	75	0.2%
/	25	0.1%
0	7	< 0.1%
9	4	< 0.1%
+	2	< 0.1%
.	2	< 0.1%
;	1	< 0.1%
&	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	153991	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	29358	19.1%
o	12706	8.3%
d	11386	7.4%
t	11301	7.3%
i	8310	5.4%
c	8167	5.3%
e	7845	5.1%
S	4550	3.0%
u	4502	2.9%
r	4281	2.8%
m	4278	2.8%
s	4274	2.8%
B	4264	2.8%
G	4218	2.7%
D	4217	2.7%
l	4191	2.7%
p	3907	2.5%
(	3843	2.5%
)	3843	2.5%
a	3556	2.3%
2	3245	2.1%
3	1965	1.3%
6	1290	0.8%
N	721	0.5%
5	619	0.4%
Other values (36)	3154	2.0%

internal_memory
Categorical

HIGH CARDINALITY
MISSING

Distinct	308
Distinct (%)	6.9%
Missing	513
Missing (%)	10.3%
Memory size	39.2 KiB

16 GB	639
4 GB	597
8 GB	574
32 GB	246
512 MB	173
Other values (303)	2262

Common Values
Overview

Value	Count	Frequency (%)
16 GB	639	12.8%
4 GB	597	11.9%
8 GB	574	11.5%
32 GB	246	4.9%
512 MB	173	3.5%
16/32 GB	139	2.8%
64 GB	92	1.8%
8/16 GB	76	1.5%
256 MB ROM	73	1.5%
32/64 GB	66	1.3%
50 MB	66	1.3%
128 MB ROM	62	1.2%
10 MB	61	1.2%
20 MB	60	1.2%
1 GB	54	1.1%
16/32/64 GB	53	1.1%
2 GB	52	1.0%
40 MB	51	1.0%
256 MB	49	1.0%
30 MB	48	1.0%
64 MB	43	0.9%
100 MB	40	0.8%
60 MB	37	0.7%
32 MB	33	0.7%
128 MB	33	0.7%
Other values (283)	1074	21.5%
(Missing)	513	10.3%

Frequencies of value counts

Unique

Unique	152 ?
Unique (%)	3.4%

Histogram of lengths of the category

Length

Max length	37
Median length	5
Mean length	5.75039968
Min length	2

Overview of Unicode Properties

Unique unicode characters	55
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	5247	18.2%
B	4614	16.0%
G	2979	10.4%
1	1914	6.7%
M	1840	6.4%
6	1613	5.6%
2	1464	5.1%
4	1208	4.2%
n	1042	3.6%
8	993	3.5%
a	871	3.0%
3	761	2.6%
0	702	2.4%
5	635	2.2%
/	576	2.0%
e	251	0.9%
l	245	0.9%
R	224	0.8%
O	223	0.8%
(	138	0.5%
)	137	0.5%
i	132	0.5%
s	125	0.4%
r	125	0.4%
u	119	0.4%
Other values (30)	597	2.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	9937	34.5%
Decimal Number	9430	32.8%
Space Separator	5247	18.2%
Lowercase Letter	3206	11.1%
Other Punctuation	678	2.4%
Open Punctuation	138	0.5%
Close Punctuation	137	0.5%
Dash Punctuation	2	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	1914	20.3%
6	1613	17.1%
2	1464	15.5%
4	1208	12.8%
8	993	10.5%
3	761	8.1%
0	702	7.4%
5	635	6.7%
7	89	0.9%
9	51	0.5%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	576	85.0%
.	100	14.7%
;	1	0.1%
&	1	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	5247	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
B	4614	46.4%
G	2979	30.0%
M	1840	18.5%
R	224	2.3%
O	223	2.2%
K	24	0.2%
T	5	0.1%
S	4	< 0.1%
I	4	< 0.1%
N	4	< 0.1%
E	4	< 0.1%
F	3	< 0.1%
L	3	< 0.1%
A	2	< 0.1%
V	2	< 0.1%
W	1	< 0.1%
Y	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1042	32.5%
a	871	27.2%
e	251	7.8%
l	245	7.6%
i	132	4.1%
s	125	3.9%
r	125	3.9%
u	119	3.7%
v	119	3.7%
b	117	3.6%
o	22	0.7%
d	13	0.4%
m	5	0.2%
p	4	0.1%
g	4	0.1%
c	4	0.1%
t	3	0.1%
h	2	0.1%
y	2	0.1%
f	1	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	138	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	137	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15632	54.3%
Latin	13143	45.7%

Most frequent Common characters

Value	Count	Frequency (%)
	5247	33.6%
1	1914	12.2%
6	1613	10.3%
2	1464	9.4%
4	1208	7.7%
8	993	6.4%
3	761	4.9%
0	702	4.5%
5	635	4.1%
/	576	3.7%
(	138	0.9%
)	137	0.9%
.	100	0.6%
7	89	0.6%
9	51	0.3%
-	2	< 0.1%
;	1	< 0.1%
&	1	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
B	4614	35.1%
G	2979	22.7%
M	1840	14.0%
n	1042	7.9%
a	871	6.6%
e	251	1.9%
l	245	1.9%
R	224	1.7%
O	223	1.7%
i	132	1.0%
s	125	1.0%
r	125	1.0%
u	119	0.9%
v	119	0.9%
b	117	0.9%
K	24	0.2%
o	22	0.2%
d	13	0.1%
T	5	< 0.1%
m	5	< 0.1%
p	4	< 0.1%
g	4	< 0.1%
S	4	< 0.1%
I	4	< 0.1%
N	4	< 0.1%
Other values (12)	28	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28775	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	5247	18.2%
B	4614	16.0%
G	2979	10.4%
1	1914	6.7%
M	1840	6.4%
6	1613	5.6%
2	1464	5.1%
4	1208	4.2%
n	1042	3.6%
8	993	3.5%
a	871	3.0%
3	761	2.6%
0	702	2.4%
5	635	2.2%
/	576	2.0%
e	251	0.9%
l	245	0.9%
R	224	0.8%
O	223	0.8%
(	138	0.5%
)	137	0.5%
i	132	0.5%
s	125	0.4%
r	125	0.4%
u	119	0.4%
Other values (30)	597	2.1%

RAM
Categorical

HIGH CARDINALITY
MISSING

Distinct	187
Distinct (%)	5.6%
Missing	1648
Missing (%)	32.9%
Memory size	39.2 KiB

1 GB RAM	1014
512 MB RAM	568
2 GB RAM	492
3 GB RAM	225
256 MB RAM	157
Other values (182)	900

Common Values
Overview

Value	Count	Frequency (%)
1 GB RAM	1014	20.3%
512 MB RAM	568	11.4%
2 GB RAM	492	9.8%
3 GB RAM	225	4.5%
256 MB RAM	157	3.1%
64 MB RAM	140	2.8%
4 GB RAM	117	2.3%
128 MB RAM	93	1.9%
1.5 GB RAM	68	1.4%
768 MB RAM	54	1.1%
32 MB RAM	18	0.4%
2 GB RAM or 32 GB/ 3 GB RAM	14	0.3%
288 MB RAM	14	0.3%
384 MB RAM	14	0.3%
6 GB RAM	13	0.3%
64 MB RAM/ 128 MB ROM	11	0.2%
1/2 GB RAM	11	0.2%
16 MB RAM	11	0.2%
128 MB RAM/ 256 MB ROM	10	0.2%
3 GB RAM or 64 GB/ 4 GB RAM	10	0.2%
4 MB RAM	10	0.2%
128 MB ROM/ 64 MB RAM	9	0.2%
2/3 GB RAM	8	0.2%
192 MB RAM	8	0.2%
96 MB RAM	8	0.2%
Other values (162)	259	5.2%
(Missing)	1648	32.9%

Frequencies of value counts

Unique

Unique	121 ?
Unique (%)	3.6%

Histogram of lengths of the category

Length

Max length	67
Median length	8
Mean length	7.669864109
Min length	3

Overview of Unicode Properties

Unique unicode characters	66
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	7745	20.2%
M	4879	12.7%
B	3646	9.5%
R	3549	9.2%
A	3458	9.0%
n	3322	8.7%
G	2326	6.1%
1	2004	5.2%
2	1687	4.4%
a	1681	4.4%
5	930	2.4%
6	563	1.5%
4	429	1.1%
3	417	1.1%
/	292	0.8%
8	284	0.7%
o	102	0.3%
O	97	0.3%
r	94	0.2%
.	79	0.2%
7	78	0.2%
-	59	0.2%
0	57	0.1%
e	48	0.1%
)	46	0.1%
Other values (41)	508	1.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	18168	47.3%
Space Separator	7745	20.2%
Decimal Number	6479	16.9%
Lowercase Letter	5464	14.2%
Other Punctuation	374	1.0%
Dash Punctuation	59	0.2%
Close Punctuation	46	0.1%
Open Punctuation	45	0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	2004	30.9%
2	1687	26.0%
5	930	14.4%
6	563	8.7%
4	429	6.6%
3	417	6.4%
8	284	4.4%
7	78	1.2%
0	57	0.9%
9	30	0.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	7745	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	4879	26.9%
B	3646	20.1%
R	3549	19.5%
A	3458	19.0%
G	2326	12.8%
O	97	0.5%
D	33	0.2%
S	33	0.2%
L	31	0.2%
K	18	0.1%
I	18	0.1%
T	16	0.1%
E	13	0.1%
N	9	< 0.1%
H	7	< 0.1%
W	6	< 0.1%
F	6	< 0.1%
J	4	< 0.1%
Y	4	< 0.1%
X	4	< 0.1%
P	4	< 0.1%
C	3	< 0.1%
V	2	< 0.1%
Z	1	< 0.1%
U	1	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	59	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	3322	60.8%
a	1681	30.8%
o	102	1.9%
r	94	1.7%
e	48	0.9%
i	44	0.8%
l	37	0.7%
d	33	0.6%
t	23	0.4%
u	13	0.2%
m	11	0.2%
s	9	0.2%
v	9	0.2%
c	7	0.1%
x	5	0.1%
g	4	0.1%
y	4	0.1%
k	4	0.1%
b	4	0.1%
p	4	0.1%
q	3	0.1%
h	2	< 0.1%
f	1	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	292	78.1%
.	79	21.1%
&	2	0.5%
;	1	0.3%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	45	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	46	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23632	61.6%
Common	14748	38.4%

Most frequent Common characters

Value	Count	Frequency (%)
	7745	52.5%
1	2004	13.6%
2	1687	11.4%
5	930	6.3%
6	563	3.8%
4	429	2.9%
3	417	2.8%
/	292	2.0%
8	284	1.9%
.	79	0.5%
7	78	0.5%
-	59	0.4%
0	57	0.4%
)	46	0.3%
(	45	0.3%
9	30	0.2%
&	2	< 0.1%
;	1	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
M	4879	20.6%
B	3646	15.4%
R	3549	15.0%
A	3458	14.6%
n	3322	14.1%
G	2326	9.8%
a	1681	7.1%
o	102	0.4%
O	97	0.4%
r	94	0.4%
e	48	0.2%
i	44	0.2%
l	37	0.2%
d	33	0.1%
D	33	0.1%
S	33	0.1%
L	31	0.1%
t	23	0.1%
K	18	0.1%
I	18	0.1%
T	16	0.1%
u	13	0.1%
E	13	0.1%
m	11	< 0.1%
s	9	< 0.1%
Other values (23)	98	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38380	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	7745	20.2%
M	4879	12.7%
B	3646	9.5%
R	3549	9.2%
A	3458	9.0%
n	3322	8.7%
G	2326	6.1%
1	2004	5.2%
2	1687	4.4%
a	1681	4.4%
5	930	2.4%
6	563	1.5%
4	429	1.1%
3	417	1.1%
/	292	0.8%
8	284	0.7%
o	102	0.3%
O	97	0.3%
r	94	0.2%
.	79	0.2%
7	78	0.2%
-	59	0.2%
0	57	0.1%
e	48	0.1%
)	46	0.1%
Other values (41)	508	1.3%

primary_camera
Categorical

HIGH CARDINALITY
MISSING

Distinct	599
Distinct (%)	12.7%
Missing	280
Missing (%)	5.6%
Memory size	39.2 KiB

2 MP	539
5 MP/ autofocus/ LED flash	432
8 MP/ autofocus/ LED flash	429
1.3 MP	290
3.15 MP	285
Other values (594)	2749

Common Values
Overview

Value	Count	Frequency (%)
2 MP	539	10.8%
5 MP/ autofocus/ LED flash	432	8.6%
8 MP/ autofocus/ LED flash	429	8.6%
1.3 MP	290	5.8%
3.15 MP	285	5.7%
VGA	258	5.2%
13 MP/ autofocus/ LED flash	159	3.2%
5 MP/ autofocus	144	2.9%
2 MP/ LED flash	111	2.2%
5 MP/ LED flash	101	2.0%
3.15 MP/ autofocus	99	2.0%
3.15 MP/ autofocus/ LED flash	88	1.8%
5 MP	73	1.5%
5 MP/ autofocus/ LED flash/	73	1.5%
3.15 MP/ LED flash	72	1.4%
8 MP/ autofocus/ dual-LED flash	60	1.2%
8 MP/ autofocus/ LED flash/	44	0.9%
Yes	29	0.6%
8 MP/ f/2.0/ autofocus/ LED flash	29	0.6%
13 MP/ f/2.2/ autofocus/ LED flash	28	0.6%
8 MP/ autofocus	28	0.6%
5 MP/ autofocus/	27	0.5%
3.15 MP/	27	0.5%
13 MP/ f/2.0/ autofocus/ LED flash	26	0.5%
1.3 MP/ LED flash	25	0.5%
Other values (574)	1248	24.9%
(Missing)	280	5.6%

Frequencies of value counts

Unique

Unique	370 ?
Unique (%)	7.8%

Histogram of lengths of the category

Length

Max length	139
Median length	18
Mean length	21.44104716
Min length	2

Overview of Unicode Properties

Unique unicode characters	69
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	16385	15.3%
/	8208	7.7%
a	7068	6.6%
f	6340	5.9%
u	6287	5.9%
o	6270	5.8%
s	6155	5.7%
M	4495	4.2%
P	4494	4.2%
l	3712	3.5%
t	3674	3.4%
c	3221	3.0%
h	3099	2.9%
D	2814	2.6%
L	2738	2.6%
E	2736	2.6%
2	2061	1.9%
1	1962	1.8%
.	1812	1.7%
5	1685	1.6%
3	1660	1.5%
e	1471	1.4%
n	1247	1.2%
d	1062	1.0%
8	998	0.9%
Other values (44)	5637	5.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	51599	48.1%
Uppercase Letter	18840	17.6%
Space Separator	16385	15.3%
Other Punctuation	10045	9.4%
Decimal Number	9248	8.6%
Dash Punctuation	521	0.5%
Open Punctuation	307	0.3%
Close Punctuation	307	0.3%
Math Symbol	39	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	2061	22.3%
1	1962	21.2%
5	1685	18.2%
3	1660	17.9%
8	998	10.8%
0	392	4.2%
6	203	2.2%
4	136	1.5%
7	85	0.9%
9	66	0.7%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	16385	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	4495	23.9%
P	4494	23.9%
D	2814	14.9%
L	2738	14.5%
E	2736	14.5%
A	284	1.5%
G	281	1.5%
V	272	1.4%
S	182	1.0%
I	160	0.8%
O	149	0.8%
C	60	0.3%
Z	58	0.3%
Y	32	0.2%
K	23	0.1%
X	15	0.1%
F	15	0.1%
B	7	< 0.1%
H	7	< 0.1%
R	6	< 0.1%
N	4	< 0.1%
T	3	< 0.1%
W	2	< 0.1%
Q	2	< 0.1%
U	1	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	8208	81.7%
.	1812	18.0%
&	23	0.2%
;	2	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	7068	13.7%
f	6340	12.3%
u	6287	12.2%
o	6270	12.2%
s	6155	11.9%
l	3712	7.2%
t	3674	7.1%
c	3221	6.2%
h	3099	6.0%
e	1471	2.9%
n	1247	2.4%
d	1062	2.1%
i	578	1.1%
m	543	1.1%
p	402	0.8%
r	258	0.5%
x	94	0.2%
z	44	0.1%
g	25	< 0.1%
v	20	< 0.1%
y	11	< 0.1%
b	6	< 0.1%
q	5	< 0.1%
k	4	< 0.1%
w	3	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	521	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	307	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	307	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	39	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	70439	65.7%
Common	36852	34.3%

Most frequent Common characters

Value	Count	Frequency (%)
	16385	44.5%
/	8208	22.3%
2	2061	5.6%
1	1962	5.3%
.	1812	4.9%
5	1685	4.6%
3	1660	4.5%
8	998	2.7%
-	521	1.4%
0	392	1.1%
(	307	0.8%
)	307	0.8%
6	203	0.6%
4	136	0.4%
7	85	0.2%
9	66	0.2%
+	39	0.1%
&	23	0.1%
;	2	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	7068	10.0%
f	6340	9.0%
u	6287	8.9%
o	6270	8.9%
s	6155	8.7%
M	4495	6.4%
P	4494	6.4%
l	3712	5.3%
t	3674	5.2%
c	3221	4.6%
h	3099	4.4%
D	2814	4.0%
L	2738	3.9%
E	2736	3.9%
e	1471	2.1%
n	1247	1.8%
d	1062	1.5%
i	578	0.8%
m	543	0.8%
p	402	0.6%
A	284	0.4%
G	281	0.4%
V	272	0.4%
r	258	0.4%
S	182	0.3%
Other values (25)	756	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107291	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	16385	15.3%
/	8208	7.7%
a	7068	6.6%
f	6340	5.9%
u	6287	5.9%
o	6270	5.8%
s	6155	5.7%
M	4495	4.2%
P	4494	4.2%
l	3712	3.5%
t	3674	3.4%
c	3221	3.0%
h	3099	2.9%
D	2814	2.6%
L	2738	2.6%
E	2736	2.6%
2	2061	1.9%
1	1962	1.8%
.	1812	1.7%
5	1685	1.6%
3	1660	1.5%
e	1471	1.4%
n	1247	1.2%
d	1062	1.0%
8	998	0.9%
Other values (44)	5637	5.3%

secondary_camera
Categorical

HIGH CARDINALITY
MISSING

Distinct	334
Distinct (%)	7.1%
Missing	294
Missing (%)	5.9%
Memory size	39.2 KiB

No	1772
VGA	589
2 MP	397
5 MP	228
1.3 MP	186
Other values (329)	1538

Common Values
Overview

Value	Count	Frequency (%)
No	1772	35.4%
VGA	589	11.8%
2 MP	397	7.9%
5 MP	228	4.6%
1.3 MP	186	3.7%
Yes	165	3.3%
VGA videocall camera	135	2.7%
Videocall camera	63	1.3%
8 MP	53	1.1%
1.3 MP/ 720p	33	0.7%
5 MP/ f/2.0	33	0.7%
5 MP/ LED flash	33	0.7%
2 MP/ 1080p@30fps	32	0.6%
1.3 MP/ 720p@30fps	30	0.6%
5 MP/ f/2.2	29	0.6%
5 MP/ 1080p	27	0.5%
CIF videocall camera	25	0.5%
1 MP	25	0.5%
2 MP/ 720p	22	0.4%
2.1 MP	22	0.4%
5 MP/ 720p	21	0.4%
1.2 MP	21	0.4%
1.9 MP	20	0.4%
1.6 MP	15	0.3%
2.1 MP/ 1080p@30fps	14	0.3%
Other values (309)	720	14.4%
(Missing)	294	5.9%

Frequencies of value counts

Unique

Unique	165 ?
Unique (%)	3.5%

Histogram of lengths of the category

Length

Max length	97
Median length	3
Mean length	7.573341327
Min length	1

Overview of Unicode Properties

Unique unicode characters	66
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	4931	13.0%
/	2372	6.3%
o	2334	6.2%
M	1918	5.1%
P	1915	5.1%
N	1772	4.7%
2	1679	4.4%
0	1482	3.9%
a	1361	3.6%
1	1189	3.1%
e	1186	3.1%
.	1046	2.8%
p	1017	2.7%
f	972	2.6%
s	911	2.4%
l	876	2.3%
V	838	2.2%
A	798	2.1%
G	775	2.0%
n	720	1.9%
8	676	1.8%
3	670	1.8%
i	640	1.7%
c	627	1.7%
m	606	1.6%
Other values (41)	4586	12.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13044	34.4%
Uppercase Letter	9120	24.1%
Decimal Number	6940	18.3%
Space Separator	4931	13.0%
Other Punctuation	3766	9.9%
Dash Punctuation	37	0.1%
Open Punctuation	26	0.1%
Close Punctuation	26	0.1%
Math Symbol	7	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	1679	24.2%
0	1482	21.4%
1	1189	17.1%
8	676	9.7%
3	670	9.7%
5	591	8.5%
4	253	3.6%
7	248	3.6%
9	79	1.1%
6	73	1.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	4931	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	1918	21.0%
P	1915	21.0%
N	1772	19.4%
V	838	9.2%
A	798	8.8%
G	775	8.5%
D	227	2.5%
Y	166	1.8%
E	122	1.3%
L	120	1.3%
H	100	1.1%
R	97	1.1%
F	82	0.9%
C	57	0.6%
I	50	0.5%
W	24	0.3%
Q	21	0.2%
T	18	0.2%
S	12	0.1%
O	5	0.1%
K	2	< 0.1%
Z	1	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	2372	63.0%
.	1046	27.8%
@	274	7.3%
"	70	1.9%
'	3	0.1%
;	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	2334	17.9%
a	1361	10.4%
e	1186	9.1%
p	1017	7.8%
f	972	7.5%
s	911	7.0%
l	876	6.7%
n	720	5.5%
i	640	4.9%
c	627	4.8%
m	606	4.6%
r	390	3.0%
d	360	2.8%
v	241	1.8%
u	174	1.3%
z	165	1.3%
t	138	1.1%
h	120	0.9%
µ	93	0.7%
x	93	0.7%
y	11	0.1%
g	6	< 0.1%
k	3	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	26	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	26	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	37	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22071	58.2%
Common	15826	41.8%

Most frequent Common characters

Value	Count	Frequency (%)
	4931	31.2%
/	2372	15.0%
2	1679	10.6%
0	1482	9.4%
1	1189	7.5%
.	1046	6.6%
8	676	4.3%
3	670	4.2%
5	591	3.7%
@	274	1.7%
4	253	1.6%
7	248	1.6%
µ	93	0.6%
9	79	0.5%
6	73	0.5%
"	70	0.4%
-	37	0.2%
(	26	0.2%
)	26	0.2%
+	7	< 0.1%
'	3	< 0.1%
;	1	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
o	2334	10.6%
M	1918	8.7%
P	1915	8.7%
N	1772	8.0%
a	1361	6.2%
e	1186	5.4%
p	1017	4.6%
f	972	4.4%
s	911	4.1%
l	876	4.0%
V	838	3.8%
A	798	3.6%
G	775	3.5%
n	720	3.3%
i	640	2.9%
c	627	2.8%
m	606	2.7%
r	390	1.8%
d	360	1.6%
v	241	1.1%
D	227	1.0%
u	174	0.8%
Y	166	0.8%
z	165	0.7%
t	138	0.6%
Other values (19)	944	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37804	99.8%
None	93	0.2%

Most frequent ASCII characters

Value	Count	Frequency (%)
	4931	13.0%
/	2372	6.3%
o	2334	6.2%
M	1918	5.1%
P	1915	5.1%
N	1772	4.7%
2	1679	4.4%
0	1482	3.9%
a	1361	3.6%
1	1189	3.1%
e	1186	3.1%
.	1046	2.8%
p	1017	2.7%
f	972	2.6%
s	911	2.4%
l	876	2.3%
V	838	2.2%
A	798	2.1%
G	775	2.1%
n	720	1.9%
8	676	1.8%
3	670	1.8%
i	640	1.7%
c	627	1.7%
m	606	1.6%
Other values (40)	4493	11.9%

Most frequent None characters

Value	Count	Frequency (%)
µ	93	100.0%

loud_speaker
Categorical

Distinct	17
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

Yes	4289
Yes with stereo speakers	534
No	129
Yes dual speakers	23
Yes with stereo speakers (4 speakers)	12
Other values (12)	17

Common Values
Overview

Value	Count	Frequency (%)
Yes	4289	85.7%
Yes with stereo speakers	534	10.7%
No	129	2.6%
Yes dual speakers	23	0.5%
Yes with stereo speakers (4 speakers)	12	0.2%
Yes dual mono speakers	4	0.1%
Yes built-in amplifier	3	0.1%
Yes with quad speakers	1	< 0.1%
Yes with stereo speakers (22 Khz with vibration)	1	< 0.1%
Yes with stereo speakers (Bang&Olufsen)	1	< 0.1%
Yes with multiple speakers	1	< 0.1%
Yes with stereo speakers (1.5 Watt)	1	< 0.1%
Yes with dual speakers	1	< 0.1%
Yes with stereo speakers (3G models only)	1	< 0.1%
Yes with four speakers	1	< 0.1%
1.2 MP	1	< 0.1%
Yes with front stereo speakers	1	< 0.1%

Frequencies of value counts

Unique

Unique	10 ?
Unique (%)	0.2%

Histogram of lengths of the category

Length

Max length	48
Median length	3
Mean length	5.439848122
Min length	2

Overview of Unicode Properties

Unique unicode characters	43
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	7170	26.3%
s	6615	24.3%
Y	4874	17.9%
	1765	6.5%
r	1151	4.2%
t	1115	4.1%
o	693	2.5%
a	629	2.3%
p	598	2.2%
k	594	2.2%
i	571	2.1%
h	557	2.0%
w	556	2.0%
N	129	0.5%
l	39	0.1%
u	35	0.1%
d	30	0.1%
(	16	0.1%
)	16	0.1%
4	12	< 0.1%
n	12	< 0.1%
m	9	< 0.1%
f	6	< 0.1%
b	4	< 0.1%
-	3	< 0.1%
Other values (18)	22	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20389	74.9%
Uppercase Letter	5010	18.4%
Space Separator	1765	6.5%
Decimal Number	19	0.1%
Open Punctuation	16	0.1%
Close Punctuation	16	0.1%
Dash Punctuation	3	< 0.1%
Other Punctuation	3	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
Y	4874	97.3%
N	129	2.6%
M	1	< 0.1%
P	1	< 0.1%
W	1	< 0.1%
G	1	< 0.1%
K	1	< 0.1%
B	1	< 0.1%
O	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	7170	35.2%
s	6615	32.4%
r	1151	5.6%
t	1115	5.5%
o	693	3.4%
a	629	3.1%
p	598	2.9%
k	594	2.9%
i	571	2.8%
h	557	2.7%
w	556	2.7%
l	39	0.2%
u	35	0.2%
d	30	0.1%
n	12	0.1%
m	9	< 0.1%
f	6	< 0.1%
b	4	< 0.1%
q	1	< 0.1%
y	1	< 0.1%
z	1	< 0.1%
v	1	< 0.1%
g	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1765	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	16	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
4	12	63.2%
2	3	15.8%
1	2	10.5%
5	1	5.3%
3	1	5.3%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	16	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	3	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	2	66.7%
&	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	25399	93.3%
Common	1822	6.7%

Most frequent Latin characters

Value	Count	Frequency (%)
e	7170	28.2%
s	6615	26.0%
Y	4874	19.2%
r	1151	4.5%
t	1115	4.4%
o	693	2.7%
a	629	2.5%
p	598	2.4%
k	594	2.3%
i	571	2.2%
h	557	2.2%
w	556	2.2%
N	129	0.5%
l	39	0.2%
u	35	0.1%
d	30	0.1%
n	12	< 0.1%
m	9	< 0.1%
f	6	< 0.1%
b	4	< 0.1%
M	1	< 0.1%
P	1	< 0.1%
q	1	< 0.1%
W	1	< 0.1%
G	1	< 0.1%
Other values (7)	7	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	1765	96.9%
(	16	0.9%
)	16	0.9%
4	12	0.7%
-	3	0.2%
2	3	0.2%
1	2	0.1%
.	2	0.1%
5	1	0.1%
3	1	0.1%
&	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27221	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	7170	26.3%
s	6615	24.3%
Y	4874	17.9%
	1765	6.5%
r	1151	4.2%
t	1115	4.1%
o	693	2.5%
a	629	2.3%
p	598	2.2%
k	594	2.2%
i	571	2.1%
h	557	2.0%
w	556	2.0%
N	129	0.5%
l	39	0.1%
u	35	0.1%
d	30	0.1%
(	16	0.1%
)	16	0.1%
4	12	< 0.1%
n	12	< 0.1%
m	9	< 0.1%
f	6	< 0.1%
b	4	< 0.1%
-	3	< 0.1%
Other values (18)	22	0.1%

audio_jack
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	27
Missing (%)	0.5%
Memory size	39.2 KiB

Yes	3676
No	1296
TBD	3
No/ included adaptor for 3.5mm	1
Yes with stereo speakers	1

Value	Count	Frequency (%)
Yes	3676	73.5%
No	1296	25.9%
TBD	3	0.1%
No/ included adaptor for 3.5mm	1	< 0.1%
Yes with stereo speakers	1	< 0.1%
(Missing)	27	0.5%

Frequencies of value counts

Unique

Unique	2 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	30
Median length	3
Mean length	2.75059952
Min length	2

Overview of Unicode Properties

Unique unicode characters	28
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	3682	26.8%
s	3680	26.7%
Y	3677	26.7%
o	1300	9.4%
N	1297	9.4%
n	55	0.4%
a	30	0.2%
	7	0.1%
r	4	< 0.1%
d	3	< 0.1%
t	3	< 0.1%
T	3	< 0.1%
B	3	< 0.1%
D	3	< 0.1%
i	2	< 0.1%
p	2	< 0.1%
m	2	< 0.1%
/	1	< 0.1%
c	1	< 0.1%
l	1	< 0.1%
u	1	< 0.1%
f	1	< 0.1%
3	1	< 0.1%
.	1	< 0.1%
5	1	< 0.1%
Other values (3)	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8770	63.7%
Uppercase Letter	4983	36.2%
Space Separator	7	0.1%
Other Punctuation	2	< 0.1%
Decimal Number	2	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
Y	3677	73.8%
N	1297	26.0%
T	3	0.1%
B	3	0.1%
D	3	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	3682	42.0%
s	3680	42.0%
o	1300	14.8%
n	55	0.6%
a	30	0.3%
r	4	< 0.1%
d	3	< 0.1%
t	3	< 0.1%
i	2	< 0.1%
p	2	< 0.1%
m	2	< 0.1%
c	1	< 0.1%
l	1	< 0.1%
u	1	< 0.1%
f	1	< 0.1%
w	1	< 0.1%
h	1	< 0.1%
k	1	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	1	50.0%
.	1	50.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	7	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
3	1	50.0%
5	1	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13753	99.9%
Common	11	0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
e	3682	26.8%
s	3680	26.8%
Y	3677	26.7%
o	1300	9.5%
N	1297	9.4%
n	55	0.4%
a	30	0.2%
r	4	< 0.1%
d	3	< 0.1%
t	3	< 0.1%
T	3	< 0.1%
B	3	< 0.1%
D	3	< 0.1%
i	2	< 0.1%
p	2	< 0.1%
m	2	< 0.1%
c	1	< 0.1%
l	1	< 0.1%
u	1	< 0.1%
f	1	< 0.1%
w	1	< 0.1%
h	1	< 0.1%
k	1	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	7	63.6%
/	1	9.1%
3	1	9.1%
.	1	9.1%
5	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13764	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	3682	26.8%
s	3680	26.7%
Y	3677	26.7%
o	1300	9.4%
N	1297	9.4%
n	55	0.4%
a	30	0.2%
	7	0.1%
r	4	< 0.1%
d	3	< 0.1%
t	3	< 0.1%
T	3	< 0.1%
B	3	< 0.1%
D	3	< 0.1%
i	2	< 0.1%
p	2	< 0.1%
m	2	< 0.1%
/	1	< 0.1%
c	1	< 0.1%
l	1	< 0.1%
u	1	< 0.1%
f	1	< 0.1%
3	1	< 0.1%
.	1	< 0.1%
5	1	< 0.1%
Other values (3)	3	< 0.1%

WLAN
Categorical

HIGH CARDINALITY

Distinct	157
Distinct (%)	3.1%
Missing	3
Missing (%)	0.1%
Memory size	39.2 KiB

No	1452
Wi-Fi 802.11 b/g/n/ hotspot	860
Wi-Fi 802.11 b/g/n/ Wi-Fi Direct/ hotspot	395
Wi-Fi 802.11 b/g/n	257
Wi-Fi 802.11 b/g	243
Other values (152)	1794

Common Values
Overview

Value	Count	Frequency (%)
No	1452	29.0%
Wi-Fi 802.11 b/g/n/ hotspot	860	17.2%
Wi-Fi 802.11 b/g/n/ Wi-Fi Direct/ hotspot	395	7.9%
Wi-Fi 802.11 b/g/n	257	5.1%
Wi-Fi 802.11 b/g	243	4.9%
Yes	155	3.1%
Wi-Fi 802.11 b/g/n/ DLNA/ hotspot	149	3.0%
Wi-Fi 802.11 a/b/g/n/ac/ dual-band/ WiFi Direct/ hotspot	116	2.3%
Wi-Fi 802.11 a/b/g/n/ac/ dual-band/ Wi-Fi Direct/ DLNA/ hotspot	107	2.1%
Wi-Fi 802.11 a/b/g/n/ dual-band/ Wi-Fi Direct/ DLNA/ hotspot	100	2.0%
Wi-Fi 802.11b/g	82	1.6%
Wi-Fi 802.11 b/g/n/ Wi-Fi Direct/ DLNA/ hotspot	78	1.6%
Wi-Fi 802.11 a/b/g/n/ dual-band/ hotspot	75	1.5%
Wi-Fi 802.11 a/b/g/n/ac/ dual-band/ Wi-Fi Direct/ hotspot	75	1.5%
Wi-Fi 802.11 a/b/g/n/ dual-band/ Wi-Fi Direct/ hotspot	62	1.2%
Wi-Fi 802.11 b/g/ hotspot	56	1.1%
Wi-Fi 802.11 a/b/g/n/ dual-band/ DLNA/ hotspot	46	0.9%
Wi-Fi 802.11 a/b/g/n/ac/ dual-band/ hotspot	41	0.8%
Wi-Fi 802.11 a/b/g/n/ dual-band	38	0.8%
Wi-Fi 802.11 b/g/n/ hotspot/ Wi-Fi Direct	32	0.6%
Wi-Fi 802.11 b/g/n/ hotspot/ DLNA	29	0.6%
Wi-Fi 802.11 b/g/ DLNA	25	0.5%
Wi-Fi 802.11 a/b/g/n/ Wi-Fi Direct/ hotspot	24	0.5%
Yes/ hotspot	24	0.5%
Wi-Fi 802.11 a/b/g/n/ dual-band/ WiFi Direct/ hotspot	23	0.5%
Other values (132)	457	9.1%

Frequencies of value counts

Unique

Unique	65 ?
Unique (%)	1.3%

Histogram of lengths of the category

Length

Max length	80
Median length	27
Mean length	24.13529177
Min length	2

Overview of Unicode Properties

Unique unicode characters	59
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	13407	11.1%
/	12897	10.7%
i	10413	8.6%
1	6729	5.6%
o	6715	5.6%
t	6407	5.3%
-	5161	4.3%
W	4594	3.8%
F	4570	3.8%
b	4155	3.4%
n	3749	3.1%
2	3418	2.8%
.	3393	2.8%
g	3375	2.8%
0	3372	2.8%
8	3368	2.8%
a	2973	2.5%
s	2783	2.3%
h	2613	2.2%
p	2601	2.2%
N	2196	1.8%
D	1940	1.6%
c	1679	1.4%
d	1665	1.4%
e	1514	1.3%
Other values (34)	5086	4.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	53658	44.4%
Decimal Number	16903	14.0%
Other Punctuation	16308	13.5%
Uppercase Letter	15240	12.6%
Space Separator	13407	11.1%
Dash Punctuation	5161	4.3%
Open Punctuation	48	< 0.1%
Close Punctuation	48	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
W	4594	30.1%
F	4570	30.0%
N	2196	14.4%
D	1940	12.7%
A	798	5.2%
L	742	4.9%
Y	200	1.3%
P	70	0.5%
U	52	0.3%
M	35	0.2%
X	12	0.1%
I	11	0.1%
V	10	0.1%
G	2	< 0.1%
O	2	< 0.1%
H	2	< 0.1%
S	2	< 0.1%
E	1	< 0.1%
K	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	10413	19.4%
o	6715	12.5%
t	6407	11.9%
b	4155	7.7%
n	3749	7.0%
g	3375	6.3%
a	2973	5.5%
s	2783	5.2%
h	2613	4.9%
p	2601	4.8%
c	1679	3.1%
d	1665	3.1%
e	1514	2.8%
r	1286	2.4%
l	844	1.6%
u	808	1.5%
y	46	0.1%
v	14	< 0.1%
m	9	< 0.1%
w	3	< 0.1%
k	2	< 0.1%
x	2	< 0.1%
f	2	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	5161	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	13407	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	6729	39.8%
2	3418	20.2%
0	3372	19.9%
8	3368	19.9%
6	9	0.1%
3	3	< 0.1%
7	2	< 0.1%
5	2	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	12897	79.1%
.	3393	20.8%
;	9	0.1%
&	7	< 0.1%
#	2	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	48	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	48	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	68898	57.0%
Common	51875	43.0%

Most frequent Latin characters

Value	Count	Frequency (%)
i	10413	15.1%
o	6715	9.7%
t	6407	9.3%
W	4594	6.7%
F	4570	6.6%
b	4155	6.0%
n	3749	5.4%
g	3375	4.9%
a	2973	4.3%
s	2783	4.0%
h	2613	3.8%
p	2601	3.8%
N	2196	3.2%
D	1940	2.8%
c	1679	2.4%
d	1665	2.4%
e	1514	2.2%
r	1286	1.9%
l	844	1.2%
u	808	1.2%
A	798	1.2%
L	742	1.1%
Y	200	0.3%
P	70	0.1%
U	52	0.1%
Other values (17)	156	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	13407	25.8%
/	12897	24.9%
1	6729	13.0%
-	5161	9.9%
2	3418	6.6%
.	3393	6.5%
0	3372	6.5%
8	3368	6.5%
(	48	0.1%
)	48	0.1%
;	9	< 0.1%
6	9	< 0.1%
&	7	< 0.1%
3	3	< 0.1%
#	2	< 0.1%
7	2	< 0.1%
5	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	120773	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	13407	11.1%
/	12897	10.7%
i	10413	8.6%
1	6729	5.6%
o	6715	5.6%
t	6407	5.3%
-	5161	4.3%
W	4594	3.8%
F	4570	3.8%
b	4155	3.4%
n	3749	3.1%
2	3418	2.8%
.	3393	2.8%
g	3375	2.8%
0	3372	2.8%
8	3368	2.8%
a	2973	2.5%
s	2783	2.3%
h	2613	2.2%
p	2601	2.2%
N	2196	1.8%
D	1940	1.6%
c	1679	1.4%
d	1665	1.4%
e	1514	1.3%
Other values (34)	5086	4.2%

bluetooth
Categorical

HIGH CARDINALITY

Distinct	96
Distinct (%)	1.9%
Missing	15
Missing (%)	0.3%
Memory size	39.2 KiB

4.0/ A2DP	909
2.0/ A2DP	632
2.1/ A2DP	468
Yes	400
3.0/ A2DP	296
Other values (91)	2284

Common Values
Overview

Value	Count	Frequency (%)
4.0/ A2DP	909	18.2%
2.0/ A2DP	632	12.6%
2.1/ A2DP	468	9.4%
Yes	400	8.0%
3.0/ A2DP	296	5.9%
2.1/ A2DP/ EDR	273	5.5%
No	265	5.3%
2	167	3.3%
4.0/ A2DP/ LE	155	3.1%
4.1/ A2DP/ LE	140	2.8%
4.0/ A2DP/ EDR	124	2.5%
3	116	2.3%
4.2/ A2DP/ LE	100	2.0%
3.0/ A2DP/ EDR	90	1.8%
4.0/ A2DP/ aptX	88	1.8%
4.1/ A2DP	76	1.5%
1.2	68	1.4%
1.2/ A2DP	68	1.4%
4.0/ A2DP/ EDR/ LE	55	1.1%
4.0/ LE	51	1.0%
2.1/ EDR	39	0.8%
2.1	39	0.8%
4.1/ A2DP/ aptX	28	0.6%
4.0/ A2DP/ EDR/ LE/ aptX	23	0.5%
4.2/ A2DP/ EDR/ LE	23	0.5%
Other values (71)	296	5.9%

Frequencies of value counts

Unique

Unique	33 ?
Unique (%)	0.7%

Histogram of lengths of the category

Length

Max length	47
Median length	9
Mean length	9.230615508
Min length	1

Overview of Unicode Properties

Unique unicode characters	55
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
2	5777	12.5%
	5683	12.3%
/	5511	11.9%
D	4553	9.9%
.	4043	8.8%
P	3816	8.3%
A	3795	8.2%
0	2569	5.6%
4	1959	4.2%
E	1444	3.1%
1	1313	2.8%
R	734	1.6%
L	708	1.5%
3	547	1.2%
e	529	1.1%
s	444	1.0%
Y	414	0.9%
a	356	0.8%
t	347	0.8%
p	315	0.7%
o	297	0.6%
N	265	0.6%
X	265	0.6%
n	81	0.2%
r	49	0.1%
Other values (30)	376	0.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	16043	34.7%
Decimal Number	12197	26.4%
Other Punctuation	9555	20.7%
Space Separator	5683	12.3%
Lowercase Letter	2666	5.8%
Open Punctuation	21	< 0.1%
Close Punctuation	21	< 0.1%
Dash Punctuation	4	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	5777	47.4%
0	2569	21.1%
4	1959	16.1%
1	1313	10.8%
3	547	4.5%
8	26	0.2%
5	6	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	5511	57.7%
.	4043	42.3%
;	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	5683	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
D	4553	28.4%
P	3816	23.8%
A	3795	23.7%
E	1444	9.0%
R	734	4.6%
L	708	4.4%
Y	414	2.6%
N	265	1.7%
X	265	1.7%
W	25	0.2%
B	5	< 0.1%
S	5	< 0.1%
H	3	< 0.1%
I	3	< 0.1%
T	2	< 0.1%
M	2	< 0.1%
F	1	< 0.1%
C	1	< 0.1%
G	1	< 0.1%
U	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	529	19.8%
s	444	16.7%
a	356	13.4%
t	347	13.0%
p	315	11.8%
o	297	11.1%
n	81	3.0%
r	49	1.8%
d	43	1.6%
u	41	1.5%
i	33	1.2%
m	33	1.2%
f	29	1.1%
l	24	0.9%
y	17	0.6%
h	11	0.4%
g	5	0.2%
b	4	0.2%
v	4	0.2%
w	3	0.1%
k	1	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	21	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	21	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27481	59.5%
Latin	18709	40.5%

Most frequent Common characters

Value	Count	Frequency (%)
2	5777	21.0%
	5683	20.7%
/	5511	20.1%
.	4043	14.7%
0	2569	9.3%
4	1959	7.1%
1	1313	4.8%
3	547	2.0%
8	26	0.1%
(	21	0.1%
)	21	0.1%
5	6	< 0.1%
-	4	< 0.1%
;	1	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
D	4553	24.3%
P	3816	20.4%
A	3795	20.3%
E	1444	7.7%
R	734	3.9%
L	708	3.8%
e	529	2.8%
s	444	2.4%
Y	414	2.2%
a	356	1.9%
t	347	1.9%
p	315	1.7%
o	297	1.6%
N	265	1.4%
X	265	1.4%
n	81	0.4%
r	49	0.3%
d	43	0.2%
u	41	0.2%
i	33	0.2%
m	33	0.2%
f	29	0.2%
W	25	0.1%
l	24	0.1%
y	17	0.1%
Other values (16)	52	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46190	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
2	5777	12.5%
	5683	12.3%
/	5511	11.9%
D	4553	9.9%
.	4043	8.8%
P	3816	8.3%
A	3795	8.2%
0	2569	5.6%
4	1959	4.2%
E	1444	3.1%
1	1313	2.8%
R	734	1.6%
L	708	1.5%
3	547	1.2%
e	529	1.1%
s	444	1.0%
Y	414	0.9%
a	356	0.8%
t	347	0.8%
p	315	0.7%
o	297	0.6%
N	265	0.6%
X	265	0.6%
n	81	0.2%
r	49	0.1%
Other values (30)	376	0.8%

GPS
Categorical

HIGH CARDINALITY

Distinct	84
Distinct (%)	1.7%
Missing	15
Missing (%)	0.3%
Memory size	39.2 KiB

Yes with A-GPS	1956
No	1642
Yes with A-GPS GLONASS	672
Yes with A-GPS GLONASS BDS	189
Yes	183
Other values (79)	347

Common Values
Overview

Value	Count	Frequency (%)
Yes with A-GPS	1956	39.1%
No	1642	32.8%
Yes with A-GPS GLONASS	672	13.4%
Yes with A-GPS GLONASS BDS	189	3.8%
Yes	183	3.7%
A-GPS only	39	0.8%
Yes with A-GPS GLONASS/ BDS (market dependant)	26	0.5%
Yes SiRF Star III chipset	26	0.5%
Yes with A-GPS; Nokia Maps	25	0.5%
Yes with GLONASS	21	0.4%
Yes with A-GPS GLONASS/ BDS (region dependent)	18	0.4%
Yes with A-GPS; Ovi Maps 3.0	12	0.2%
Yes with A-GPS; Bing Maps	11	0.2%
Yes with A-GPS GLONASS BDS GALILEO	11	0.2%
Yes with A-GPS S-GPS GLONASS	10	0.2%
A-GPS only; AT&T Navigator	9	0.2%
A-GPS GLONASS	6	0.1%
Yes with A-GPS; Ovi Maps	5	0.1%
Yes with A-GPS GLONASS (Wi‑Fi + Cellular model only)	5	0.1%
Yes; GLONASS	4	0.1%
To be confirmed	4	0.1%
Yes with A-GPS BlackBerry Maps	4	0.1%
Yes with A-GPS; Wisepilot navigation	4	0.1%
Yes GLONASS	4	0.1%
Yes with A-GPS Samsung Mobile Navigator	4	0.1%
Other values (59)	99	2.0%
(Missing)	15	0.3%

Frequencies of value counts

Unique

Unique	32 ?
Unique (%)	0.6%

Histogram of lengths of the category

Length

Max length	58
Median length	14
Mean length	12.02517986
Min length	2

Overview of Unicode Properties

Unique unicode characters	65
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	7953	13.2%
S	5418	9.0%
G	4126	6.9%
A	4105	6.8%
e	3533	5.9%
s	3401	5.7%
i	3281	5.5%
Y	3274	5.4%
t	3234	5.4%
P	3114	5.2%
-	3106	5.2%
h	3078	5.1%
w	3054	5.1%
N	2694	4.5%
o	1876	3.1%
L	1020	1.7%
O	1019	1.7%
a	323	0.5%
B	280	0.5%
n	269	0.4%
D	254	0.4%
p	161	0.3%
r	144	0.2%
l	128	0.2%
;	120	0.2%
Other values (40)	1209	2.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	25645	42.6%
Lowercase Letter	23029	38.3%
Space Separator	7953	13.2%
Dash Punctuation	3106	5.2%
Other Punctuation	213	0.4%
Decimal Number	90	0.1%
Open Punctuation	66	0.1%
Close Punctuation	66	0.1%
Math Symbol	6	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	5418	21.1%
G	4126	16.1%
A	4105	16.0%
Y	3274	12.8%
P	3114	12.1%
N	2694	10.5%
L	1020	4.0%
O	1019	4.0%
B	280	1.1%
D	254	1.0%
I	99	0.4%
M	82	0.3%
T	36	0.1%
F	33	0.1%
R	31	0.1%
E	20	0.1%
W	15	0.1%
V	7	< 0.1%
Z	7	< 0.1%
C	5	< 0.1%
Q	3	< 0.1%
U	2	< 0.1%
H	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	3533	15.3%
s	3401	14.8%
i	3281	14.2%
t	3234	14.0%
h	3078	13.4%
w	3054	13.3%
o	1876	8.1%
a	323	1.4%
n	269	1.2%
p	161	0.7%
r	144	0.6%
l	128	0.6%
d	114	0.5%
g	80	0.3%
y	79	0.3%
k	69	0.3%
v	61	0.3%
m	59	0.3%
c	44	0.2%
u	16	0.1%
f	16	0.1%
b	9	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	7953	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	3106	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	66	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	28	31.1%
3	21	23.3%
2	11	12.2%
9	8	8.9%
8	6	6.7%
6	6	6.7%
4	5	5.6%
1	2	2.2%
7	2	2.2%
5	1	1.1%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	66	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
;	120	56.3%
/	51	23.9%
.	22	10.3%
&	15	7.0%
#	5	2.3%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48674	80.9%
Common	11500	19.1%

Most frequent Latin characters

Value	Count	Frequency (%)
S	5418	11.1%
G	4126	8.5%
A	4105	8.4%
e	3533	7.3%
s	3401	7.0%
i	3281	6.7%
Y	3274	6.7%
t	3234	6.6%
P	3114	6.4%
h	3078	6.3%
w	3054	6.3%
N	2694	5.5%
o	1876	3.9%
L	1020	2.1%
O	1019	2.1%
a	323	0.7%
B	280	0.6%
n	269	0.6%
D	254	0.5%
p	161	0.3%
r	144	0.3%
l	128	0.3%
d	114	0.2%
I	99	0.2%
M	82	0.2%
Other values (20)	593	1.2%

Most frequent Common characters

Value	Count	Frequency (%)
	7953	69.2%
-	3106	27.0%
;	120	1.0%
(	66	0.6%
)	66	0.6%
/	51	0.4%
0	28	0.2%
.	22	0.2%
3	21	0.2%
&	15	0.1%
2	11	0.1%
9	8	0.1%
8	6	0.1%
+	6	0.1%
6	6	0.1%
4	5	< 0.1%
#	5	< 0.1%
1	2	< 0.1%
7	2	< 0.1%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60174	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	7953	13.2%
S	5418	9.0%
G	4126	6.9%
A	4105	6.8%
e	3533	5.9%
s	3401	5.7%
i	3281	5.5%
Y	3274	5.4%
t	3234	5.4%
P	3114	5.2%
-	3106	5.2%
h	3078	5.1%
w	3054	5.1%
N	2694	4.5%
o	1876	3.1%
L	1020	1.7%
O	1019	1.7%
a	323	0.5%
B	280	0.5%
n	269	0.4%
D	254	0.4%
p	161	0.3%
r	144	0.2%
l	128	0.2%
;	120	0.2%
Other values (40)	1209	2.0%

NFC
Categorical

MISSING

Distinct	47
Distinct (%)	6.3%
Missing	4259
Missing (%)	85.1%
Memory size	39.2 KiB

Yes	629
Optional	16
Yes (market dependent)	11
Yes (optional)	10
Yes (market/operator dependent)	9
Other values (42)	70

Common Values
Overview

Value	Count	Frequency (%)
Yes	629	12.6%
Optional	16	0.3%
Yes (market dependent)	11	0.2%
Yes (optional)	10	0.2%
Yes (market/operator dependent)	9	0.2%
Yes (Apple Pay only)	7	0.1%
Yes (LTE model only)	7	0.1%
Yes (Market dependent)	5	0.1%
NFC	4	0.1%
Carrier dependent	4	0.1%
Yes (market dependant)	3	0.1%
TBC	2	< 0.1%
Yes (payments only)	2	< 0.1%
No	2	< 0.1%
Yes (LTE model)	2	< 0.1%
Yes (975N model only)	1	< 0.1%
Yes (market dependent for dual-SIM model)	1	< 0.1%
To be confirmed	1	< 0.1%
Yes (L31/ L21 only)	1	< 0.1%
Yes with A-GPS	1	< 0.1%
Yes (operator dependent)	1	< 0.1%
Yes (MasterCard PayPass ready)	1	< 0.1%
Yes (S6810P model only)	1	< 0.1%
Yes (EMEA only)	1	< 0.1%
Yes (OT-5035Y model only)	1	< 0.1%
Other values (22)	22	0.4%
(Missing)	4259	85.1%

Frequencies of value counts

Unique

Unique	32 ?
Unique (%)	4.3%

Histogram of lengths of the category

Length

Max length	41
Median length	3
Mean length	3.341127098
Min length	2

Overview of Unicode Properties

Unique unicode characters	61
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	8650	51.7%
a	4353	26.0%
e	896	5.4%
s	724	4.3%
Y	715	4.3%
	195	1.2%
o	115	0.7%
t	106	0.6%
d	95	0.6%
p	91	0.5%
l	86	0.5%
(	81	0.5%
)	81	0.5%
r	69	0.4%
m	47	0.3%
y	42	0.3%
i	40	0.2%
k	29	0.2%
0	19	0.1%
T	19	0.1%
O	18	0.1%
L	18	0.1%
A	16	0.1%
/	16	0.1%
E	15	0.1%
Other values (36)	183	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15365	91.9%
Uppercase Letter	896	5.4%
Space Separator	195	1.2%
Open Punctuation	81	0.5%
Close Punctuation	81	0.5%
Decimal Number	72	0.4%
Other Punctuation	16	0.1%
Dash Punctuation	13	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	8650	56.3%
a	4353	28.3%
e	896	5.8%
s	724	4.7%
o	115	0.7%
t	106	0.7%
d	95	0.6%
p	91	0.6%
l	86	0.6%
r	69	0.4%
m	47	0.3%
y	42	0.3%
i	40	0.3%
k	29	0.2%
u	5	< 0.1%
c	4	< 0.1%
f	4	< 0.1%
g	3	< 0.1%
w	3	< 0.1%
h	1	< 0.1%
b	1	< 0.1%
x	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
Y	715	79.8%
T	19	2.1%
O	18	2.0%
L	18	2.0%
A	16	1.8%
E	15	1.7%
C	12	1.3%
P	12	1.3%
N	11	1.2%
M	10	1.1%
S	9	1.0%
F	7	0.8%
G	7	0.8%
I	5	0.6%
B	4	0.4%
K	3	0.3%
H	3	0.3%
W	2	0.2%
X	2	0.2%
V	2	0.2%
U	2	0.2%
D	2	0.2%
R	1	0.1%
Z	1	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	195	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	81	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	81	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	19	26.4%
5	10	13.9%
1	10	13.9%
3	7	9.7%
2	7	9.7%
6	6	8.3%
9	5	6.9%
8	3	4.2%
7	3	4.2%
4	2	2.8%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	13	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16261	97.3%
Common	458	2.7%

Most frequent Latin characters

Value	Count	Frequency (%)
n	8650	53.2%
a	4353	26.8%
e	896	5.5%
s	724	4.5%
Y	715	4.4%
o	115	0.7%
t	106	0.7%
d	95	0.6%
p	91	0.6%
l	86	0.5%
r	69	0.4%
m	47	0.3%
y	42	0.3%
i	40	0.2%
k	29	0.2%
T	19	0.1%
O	18	0.1%
L	18	0.1%
A	16	0.1%
E	15	0.1%
C	12	0.1%
P	12	0.1%
N	11	0.1%
M	10	0.1%
S	9	0.1%
Other values (21)	63	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	195	42.6%
(	81	17.7%
)	81	17.7%
0	19	4.1%
/	16	3.5%
-	13	2.8%
5	10	2.2%
1	10	2.2%
3	7	1.5%
2	7	1.5%
6	6	1.3%
9	5	1.1%
8	3	0.7%
7	3	0.7%
4	2	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16719	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	8650	51.7%
a	4353	26.0%
e	896	5.4%
s	724	4.3%
Y	715	4.3%
	195	1.2%
o	115	0.7%
t	106	0.6%
d	95	0.6%
p	91	0.5%
l	86	0.5%
(	81	0.5%
)	81	0.5%
r	69	0.4%
m	47	0.3%
y	42	0.3%
i	40	0.2%
k	29	0.2%
0	19	0.1%
T	19	0.1%
O	18	0.1%
L	18	0.1%
A	16	0.1%
/	16	0.1%
E	15	0.1%
Other values (36)	183	1.1%

radio
Categorical

HIGH CARDINALITY
MISSING

Distinct	86
Distinct (%)	1.7%
Missing	57
Missing (%)	1.1%
Memory size	39.2 KiB

FM radio	1597
No	1580
Stereo FM radio/ RDS	734
Stereo FM radio	319
FM radio/ RDS	186
Other values (81)	531

Common Values
Overview

Value	Count	Frequency (%)
FM radio	1597	31.9%
No	1580	31.6%
Stereo FM radio/ RDS	734	14.7%
Stereo FM radio	319	6.4%
FM radio/ RDS	186	3.7%
FM radio/ recording	113	2.3%
To be confirmed	88	1.8%
Stereo FM radio/ RDS/ recording	85	1.7%
FM radio/ RDS/ recording	32	0.6%
FM radio/ scheduled recording	31	0.6%
Stereo FM radio/ recording	27	0.5%
Stereo FM radio/ RDS; FM transmitter	18	0.4%
FM radio; built-in antenna	13	0.3%
FM Radio	10	0.2%
Stereo FM radio/ RDS; built-in antenna	8	0.2%
Stereo FM radio with RDS; recording	6	0.1%
Stereo FM radio; built-in antenna	5	0.1%
FM radio with RDS; recording	4	0.1%
FM radio/ built-in antenna	3	0.1%
FM radio/ recording (selected markets)	3	0.1%
Nо	3	0.1%
Factory locked by default/ can be enabled	3	0.1%
FM radio (after SW upgrade)	3	0.1%
Wireless FM	3	0.1%
FM radio; recording	3	0.1%
Other values (61)	70	1.4%
(Missing)	57	1.1%

Frequencies of value counts

Unique

Unique	52 ?
Unique (%)	1.1%

Histogram of lengths of the category

Length

Max length	65
Median length	8
Mean length	10.17965627
Min length	2

Overview of Unicode Properties

Unique unicode characters	56
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
o	6610	13.0%
	6401	12.6%
r	5316	10.4%
i	3822	7.5%
d	3784	7.4%
a	3481	6.8%
M	3306	6.5%
F	3304	6.5%
e	3207	6.3%
S	2339	4.6%
N	1584	3.1%
t	1466	2.9%
/	1414	2.8%
R	1114	2.2%
D	1099	2.2%
n	757	1.5%
c	462	0.9%
g	329	0.6%
b	141	0.3%
m	134	0.3%
l	117	0.2%
f	98	0.2%
s	96	0.2%
T	90	0.2%
u	85	0.2%
Other values (31)	383	0.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	30019	58.9%
Uppercase Letter	12870	25.3%
Space Separator	6401	12.6%
Other Punctuation	1503	3.0%
Dash Punctuation	46	0.1%
Decimal Number	46	0.1%
Open Punctuation	27	0.1%
Close Punctuation	27	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	3306	25.7%
F	3304	25.7%
S	2339	18.2%
N	1584	12.3%
R	1114	8.7%
D	1099	8.5%
T	90	0.7%
W	18	0.1%
I	4	< 0.1%
Y	2	< 0.1%
E	2	< 0.1%
U	2	< 0.1%
A	2	< 0.1%
L	1	< 0.1%
X	1	< 0.1%
B	1	< 0.1%
C	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	6401	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	6610	22.0%
r	5316	17.7%
i	3822	12.7%
d	3784	12.6%
a	3481	11.6%
e	3207	10.7%
t	1466	4.9%
n	757	2.5%
c	462	1.5%
g	329	1.1%
b	141	0.5%
m	134	0.4%
l	117	0.4%
f	98	0.3%
s	96	0.3%
u	85	0.3%
h	49	0.2%
p	17	0.1%
w	16	0.1%
y	16	0.1%
k	13	< 0.1%
v	3	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	1414	94.1%
;	82	5.5%
&	4	0.3%
#	3	0.2%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	46	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	27	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	27	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	11	23.9%
1	10	21.7%
5	6	13.0%
8	5	10.9%
6	5	10.9%
9	3	6.5%
7	3	6.5%
2	2	4.3%
3	1	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	42889	84.2%
Common	8050	15.8%

Most frequent Latin characters

Value	Count	Frequency (%)
o	6610	15.4%
r	5316	12.4%
i	3822	8.9%
d	3784	8.8%
a	3481	8.1%
M	3306	7.7%
F	3304	7.7%
e	3207	7.5%
S	2339	5.5%
N	1584	3.7%
t	1466	3.4%
R	1114	2.6%
D	1099	2.6%
n	757	1.8%
c	462	1.1%
g	329	0.8%
b	141	0.3%
m	134	0.3%
l	117	0.3%
f	98	0.2%
s	96	0.2%
T	90	0.2%
u	85	0.2%
h	49	0.1%
W	18	< 0.1%
Other values (14)	81	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	6401	79.5%
/	1414	17.6%
;	82	1.0%
-	46	0.6%
(	27	0.3%
)	27	0.3%
0	11	0.1%
1	10	0.1%
5	6	0.1%
8	5	0.1%
6	5	0.1%
&	4	< 0.1%
9	3	< 0.1%
#	3	< 0.1%
7	3	< 0.1%
2	2	< 0.1%
3	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50939	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
o	6610	13.0%
	6401	12.6%
r	5316	10.4%
i	3822	7.5%
d	3784	7.4%
a	3481	6.8%
M	3306	6.5%
F	3304	6.5%
e	3207	6.3%
S	2339	4.6%
N	1584	3.1%
t	1466	2.9%
/	1414	2.8%
R	1114	2.2%
D	1099	2.2%
n	757	1.5%
c	462	0.9%
g	329	0.6%
b	141	0.3%
m	134	0.3%
l	117	0.2%
f	98	0.2%
s	96	0.2%
T	90	0.2%
u	85	0.2%
Other values (31)	383	0.8%

USB
Categorical

HIGH CARDINALITY

Distinct	94
Distinct (%)	1.9%
Missing	36
Missing (%)	0.7%
Memory size	39.2 KiB

microUSB 2.0	2435
2	463
Yes	438
microUSB 2.0/ USB Host	324
No	192
Other values (89)	1116

Common Values
Overview

Value	Count	Frequency (%)
microUSB 2.0	2435	48.7%
2	463	9.3%
Yes	438	8.8%
microUSB 2.0/ USB Host	324	6.5%
No	192	3.8%
microUSB	144	2.9%
miniUSB	143	2.9%
microUSB 2.0/ USB On-The-Go	120	2.4%
microUSB 2.0 (MHL TV-out)	76	1.5%
miniUSB 2.0	75	1.5%
1.1	64	1.3%
microUSB 2.0 (MHL TV-out)/ USB Host	58	1.2%
Type-C 1.0 reversible connector	49	1.0%
2.0/ Type-C 1.0 reversible connector	40	0.8%
Pop-Port	31	0.6%
miniUSB 1.1	26	0.5%
2.0/ reversible connector	20	0.4%
3.1/ Type-C 1.0 reversible connector	17	0.3%
microUSB 2.0 (MHL 3 TV-out)/ USB Host	14	0.3%
Type-C 1.0 reversible connector/ USB On-The-Go	12	0.2%
Pop-Port 2.0	12	0.2%
2.0/ Type-C 1.0 reversible connector/ USB On-The-Go	12	0.2%
microUSB 1.1	12	0.2%
microUSB 2.0 (SlimPort)/ USB Host	11	0.2%
microUSB 2.0 (MHL 2 TV-out)/ USB Host	11	0.2%
Other values (69)	169	3.4%
(Missing)	36	0.7%

Frequencies of value counts

Unique

Unique	30 ?
Unique (%)	0.6%

Histogram of lengths of the category

Length

Max length	71
Median length	12
Mean length	12.2176259
Min length	1

Overview of Unicode Properties

Unique unicode characters	45
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	5748	9.4%
o	4871	8.0%
S	4245	6.9%
B	4214	6.9%
U	4213	6.9%
i	4051	6.6%
r	3945	6.5%
2	3799	6.2%
c	3727	6.1%
.	3644	6.0%
m	3597	5.9%
0	3501	5.7%
e	1514	2.5%
s	1124	1.8%
t	992	1.6%
n	940	1.5%
/	765	1.3%
-	711	1.2%
H	685	1.1%
T	513	0.8%
Y	447	0.7%
1	406	0.7%
(	255	0.4%
)	255	0.4%
l	229	0.4%
Other values (20)	2746	4.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	26250	42.9%
Uppercase Letter	15695	25.7%
Decimal Number	7790	12.7%
Space Separator	5748	9.4%
Other Punctuation	4433	7.3%
Dash Punctuation	711	1.2%
Open Punctuation	255	0.4%
Close Punctuation	255	0.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	4871	18.6%
i	4051	15.4%
r	3945	15.0%
c	3727	14.2%
m	3597	13.7%
e	1514	5.8%
s	1124	4.3%
t	992	3.8%
n	940	3.6%
l	229	0.9%
p	204	0.8%
u	203	0.8%
v	181	0.7%
h	180	0.7%
b	179	0.7%
y	174	0.7%
a	78	0.3%
g	61	0.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	4245	27.0%
B	4214	26.8%
U	4213	26.8%
H	685	4.4%
T	513	3.3%
Y	447	2.8%
V	201	1.3%
M	196	1.2%
L	196	1.2%
N	192	1.2%
C	156	1.0%
O	156	1.0%
G	156	1.0%
P	121	0.8%
K	4	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	5748	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	3799	48.8%
0	3501	44.9%
1	406	5.2%
3	80	1.0%
4	4	0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	3644	82.2%
/	765	17.3%
;	24	0.5%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	711	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	255	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	255	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	41945	68.6%
Common	19192	31.4%

Most frequent Latin characters

Value	Count	Frequency (%)
o	4871	11.6%
S	4245	10.1%
B	4214	10.0%
U	4213	10.0%
i	4051	9.7%
r	3945	9.4%
c	3727	8.9%
m	3597	8.6%
e	1514	3.6%
s	1124	2.7%
t	992	2.4%
n	940	2.2%
H	685	1.6%
T	513	1.2%
Y	447	1.1%
l	229	0.5%
p	204	0.5%
u	203	0.5%
V	201	0.5%
M	196	0.5%
L	196	0.5%
N	192	0.5%
v	181	0.4%
h	180	0.4%
b	179	0.4%
Other values (8)	906	2.2%

Most frequent Common characters

Value	Count	Frequency (%)
	5748	29.9%
2	3799	19.8%
.	3644	19.0%
0	3501	18.2%
/	765	4.0%
-	711	3.7%
1	406	2.1%
(	255	1.3%
)	255	1.3%
3	80	0.4%
;	24	0.1%
4	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61137	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	5748	9.4%
o	4871	8.0%
S	4245	6.9%
B	4214	6.9%
U	4213	6.9%
i	4051	6.6%
r	3945	6.5%
2	3799	6.2%
c	3727	6.1%
.	3644	6.0%
m	3597	5.9%
0	3501	5.7%
e	1514	2.5%
s	1124	1.8%
t	992	1.6%
n	940	1.5%
/	765	1.3%
-	711	1.2%
H	685	1.1%
T	513	0.8%
Y	447	0.7%
1	406	0.7%
(	255	0.4%
)	255	0.4%
l	229	0.4%
Other values (20)	2746	4.5%

sensors
Categorical

HIGH CARDINALITY
MISSING

Distinct	103
Distinct (%)	3.0%
Missing	1604
Missing (%)	32.1%
Memory size	39.2 KiB

Accelerometer/ proximity/ compass	855
Accelerometer/ proximity	722
Accelerometer	522
Accelerometer/ gyro/ proximity/ compass	431
Accelerometer/ gyro/ compass	112
Other values (98)	758

Common Values
Overview

Value	Count	Frequency (%)
Accelerometer/ proximity/ compass	855	17.1%
Accelerometer/ proximity	722	14.4%
Accelerometer	522	10.4%
Accelerometer/ gyro/ proximity/ compass	431	8.6%
Accelerometer/ gyro/ compass	112	2.2%
Accelerometer/ compass	101	2.0%
Fingerprint (rear-mounted)/ accelerometer/ gyro/ proximity/ compass	96	1.9%
Fingerprint (front-mounted)/ accelerometer/ gyro/ proximity/ compass	80	1.6%
Accelerometer/ gyro/ proximity/ compass/ barometer	52	1.0%
Fingerprint (rear-mounted)/ accelerometer/ proximity/ compass	42	0.8%
Fingerprint (front-mounted)/ accelerometer/ proximity/ compass	36	0.7%
Accelerometer/ gyro/ proximity	30	0.6%
Accelerometer/ gyro	28	0.6%
Accelerometer/ gyro/ heart rate	19	0.4%
Fingerprint (front-mounted)/ accelerometer/ gyro/ proximity/ compass/ barometer	16	0.3%
Fingerprint (front-mounted)/ accelerometer/ gyro/ proximity/ compass/ barometer/ heart rate/ SpO2	16	0.3%
Fingerprint (rear-mounted)/ accelerometer/ proximity	13	0.3%
Yes	11	0.2%
Proximity	9	0.2%
Accelerometer/ gyro/ heart rate/ barometer	8	0.2%
Accelerometer/ gyro/ proximity/ compass/ barometer/ temperature/ humidity/ gesture	8	0.2%
Fingerprint (front-mounted)/ accelerometer/ proximity	8	0.2%
No	7	0.1%
Accelerometer/ gyro/ compass/ barometer	7	0.1%
Fingerprint (front-mounted)/ accelerometer/ gyro/ compass/ barometer	7	0.1%
Other values (78)	164	3.3%
(Missing)	1604	32.1%

Frequencies of value counts

Unique

Unique	38 ?
Unique (%)	1.1%

Histogram of lengths of the category

Length

Max length	112
Median length	24
Mean length	23.26159073
Min length	2

Overview of Unicode Properties

Unique unicode characters	55
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	15127	13.0%
r	12297	10.6%
o	9799	8.4%
c	8741	7.5%
m	8516	7.3%
t	7347	6.3%
	6876	5.9%
/	6308	5.4%
i	5960	5.1%
p	4974	4.3%
n	4687	4.0%
a	4540	3.9%
s	4085	3.5%
y	3583	3.1%
l	3401	2.9%
A	2958	2.5%
x	2544	2.2%
g	1452	1.2%
u	453	0.4%
d	446	0.4%
(	417	0.4%
)	417	0.4%
-	401	0.3%
F	396	0.3%
f	212	0.2%
Other values (30)	464	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	98443	84.6%
Space Separator	6876	5.9%
Other Punctuation	6314	5.4%
Uppercase Letter	3487	3.0%
Open Punctuation	417	0.4%
Close Punctuation	417	0.4%
Dash Punctuation	401	0.3%
Decimal Number	46	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	2958	84.8%
F	396	11.4%
S	27	0.8%
O	24	0.7%
P	15	0.4%
Y	11	0.3%
U	10	0.3%
I	9	0.3%
N	7	0.2%
C	6	0.2%
E	6	0.2%
V	5	0.1%
T	3	0.1%
L	3	0.1%
X	2	0.1%
B	2	0.1%
G	2	0.1%
D	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	15127	15.4%
r	12297	12.5%
o	9799	10.0%
c	8741	8.9%
m	8516	8.7%
t	7347	7.5%
i	5960	6.1%
p	4974	5.1%
n	4687	4.8%
a	4540	4.6%
s	4085	4.1%
y	3583	3.6%
l	3401	3.5%
x	2544	2.6%
g	1452	1.5%
u	453	0.5%
d	446	0.5%
f	212	0.2%
b	183	0.2%
h	94	0.1%
v	2	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	6308	99.9%
;	5	0.1%
.	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	6876	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	417	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	401	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	417	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	28	60.9%
0	7	15.2%
4	3	6.5%
7	2	4.3%
1	2	4.3%
9	1	2.2%
3	1	2.2%
6	1	2.2%
5	1	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	101930	87.6%
Common	14471	12.4%

Most frequent Latin characters

Value	Count	Frequency (%)
e	15127	14.8%
r	12297	12.1%
o	9799	9.6%
c	8741	8.6%
m	8516	8.4%
t	7347	7.2%
i	5960	5.8%
p	4974	4.9%
n	4687	4.6%
a	4540	4.5%
s	4085	4.0%
y	3583	3.5%
l	3401	3.3%
A	2958	2.9%
x	2544	2.5%
g	1452	1.4%
u	453	0.4%
d	446	0.4%
F	396	0.4%
f	212	0.2%
b	183	0.2%
h	94	0.1%
S	27	< 0.1%
O	24	< 0.1%
P	15	< 0.1%
Other values (14)	69	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	6876	47.5%
/	6308	43.6%
(	417	2.9%
)	417	2.9%
-	401	2.8%
2	28	0.2%
0	7	< 0.1%
;	5	< 0.1%
4	3	< 0.1%
7	2	< 0.1%
1	2	< 0.1%
.	1	< 0.1%
9	1	< 0.1%
3	1	< 0.1%
6	1	< 0.1%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	116401	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	15127	13.0%
r	12297	10.6%
o	9799	8.4%
c	8741	7.5%
m	8516	7.3%
t	7347	6.3%
	6876	5.9%
/	6308	5.4%
i	5960	5.1%
p	4974	4.3%
n	4687	4.0%
a	4540	3.9%
s	4085	3.5%
y	3583	3.1%
l	3401	2.9%
A	2958	2.5%
x	2544	2.2%
g	1452	1.2%
u	453	0.4%
d	446	0.4%
(	417	0.4%
)	417	0.4%
-	401	0.3%
F	396	0.3%
f	212	0.2%
Other values (30)	464	0.4%

battery
Categorical

HIGH CARDINALITY

Distinct	828
Distinct (%)	16.5%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

Removable Li-Ion 1500 mAh battery	250
Removable Li-Ion 1000 mAh battery	233
Removable Li-Ion battery	176
Removable Li-Ion 800 mAh battery	171
Removable Li-Ion 2000 mAh battery	120
Other values (823)	4054

Common Values
Overview

Value	Count	Frequency (%)
Removable Li-Ion 1500 mAh battery	250	5.0%
Removable Li-Ion 1000 mAh battery	233	4.7%
Removable Li-Ion battery	176	3.5%
Removable Li-Ion 800 mAh battery	171	3.4%
Removable Li-Ion 2000 mAh battery	120	2.4%
Removable Li-Ion 1200 mAh battery	110	2.2%
Removable Li-Ion 1300 mAh battery	90	1.8%
Non-removable Li-Ion 3000 mAh battery	90	1.8%
Removable Li-Ion 1400 mAh battery	80	1.6%
Removable Li-Ion 1800 mAh battery	80	1.6%
Removable Li-Ion 900 mAh battery	80	1.6%
Removable Li-Ion 2100 mAh battery	64	1.3%
Removable Li-Ion 950 mAh battery	60	1.2%
Removable Li-Ion 750 mAh battery	57	1.1%
Removable Li-Ion 1700 mAh battery	52	1.0%
Non-removable Li-Ion battery	47	0.9%
Removable Li-Ion 1100 mAh battery	45	0.9%
Removable Li-Ion 3000 mAh battery	44	0.9%
Non-removable Li-Ion 2000 mAh battery	42	0.8%
Removable Li-Ion 2500 mAh battery	39	0.8%
Removable Li-Ion 960 mAh battery	37	0.7%
Non-removable Li-Po 4000 mAh battery	37	0.7%
Removable Li-Ion 1650 mAh battery	36	0.7%
Non-removable Li-Ion 4000 mAh battery	35	0.7%
Removable Li-Ion 1020 mAh battery (BL-5C)	35	0.7%
Other values (803)	2894	57.8%

Frequencies of value counts

Unique

Unique	372 ?
Unique (%)	7.4%

Histogram of lengths of the category

Length

Max length	68
Median length	33
Mean length	33.69604317
Min length	14

Overview of Unicode Properties

Unique unicode characters	61
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	19851	11.8%
e	14603	8.7%
o	11130	6.6%
t	9999	5.9%
a	9799	5.8%
b	9796	5.8%
m	9496	5.6%
0	8859	5.3%
-	6742	4.0%
r	6384	3.8%
n	5469	3.2%
L	5231	3.1%
y	5000	3.0%
i	4950	2.9%
h	4823	2.9%
l	4807	2.9%
v	4798	2.8%
A	4712	2.8%
I	4091	2.4%
R	3419	2.0%
1	2496	1.5%
2	1621	1.0%
5	1529	0.9%
N	1387	0.8%
3	1163	0.7%
Other values (36)	6460	3.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101069	59.9%
Uppercase Letter	20893	12.4%
Space Separator	19851	11.8%
Decimal Number	18821	11.2%
Dash Punctuation	6742	4.0%
Open Punctuation	574	0.3%
Close Punctuation	574	0.3%
Other Punctuation	91	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
L	5231	25.0%
A	4712	22.6%
I	4091	19.6%
R	3419	16.4%
N	1387	6.6%
P	920	4.4%
B	474	2.3%
W	149	0.7%
C	120	0.6%
T	115	0.6%
S	88	0.4%
U	39	0.2%
J	28	0.1%
M	27	0.1%
K	16	0.1%
V	16	0.1%
F	14	0.1%
G	11	0.1%
D	8	< 0.1%
X	8	< 0.1%
E	6	< 0.1%
Q	6	< 0.1%
H	5	< 0.1%
Y	2	< 0.1%
Z	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	14603	14.4%
o	11130	11.0%
t	9999	9.9%
a	9799	9.7%
b	9796	9.7%
m	9496	9.4%
r	6384	6.3%
n	5469	5.4%
y	5000	4.9%
i	4950	4.9%
h	4823	4.8%
l	4807	4.8%
v	4798	4.7%
d	4	< 0.1%
c	4	< 0.1%
p	2	< 0.1%
s	2	< 0.1%
g	1	< 0.1%
x	1	< 0.1%
k	1	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	6742	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	19851	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	8859	47.1%
1	2496	13.3%
2	1621	8.6%
5	1529	8.1%
3	1163	6.2%
4	818	4.3%
8	804	4.3%
9	550	2.9%
6	535	2.8%
7	446	2.4%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	574	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	69	75.8%
/	22	24.2%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	574	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	121962	72.3%
Common	46653	27.7%

Most frequent Latin characters

Value	Count	Frequency (%)
e	14603	12.0%
o	11130	9.1%
t	9999	8.2%
a	9799	8.0%
b	9796	8.0%
m	9496	7.8%
r	6384	5.2%
n	5469	4.5%
L	5231	4.3%
y	5000	4.1%
i	4950	4.1%
h	4823	4.0%
l	4807	3.9%
v	4798	3.9%
A	4712	3.9%
I	4091	3.4%
R	3419	2.8%
N	1387	1.1%
P	920	0.8%
B	474	0.4%
W	149	0.1%
C	120	0.1%
T	115	0.1%
S	88	0.1%
U	39	< 0.1%
Other values (20)	163	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	19851	42.6%
0	8859	19.0%
-	6742	14.5%
1	2496	5.4%
2	1621	3.5%
5	1529	3.3%
3	1163	2.5%
4	818	1.8%
8	804	1.7%
(	574	1.2%
)	574	1.2%
9	550	1.2%
6	535	1.1%
7	446	1.0%
.	69	0.1%
/	22	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	168615	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	19851	11.8%
e	14603	8.7%
o	11130	6.6%
t	9999	5.9%
a	9799	5.8%
b	9796	5.8%
m	9496	5.6%
0	8859	5.3%
-	6742	4.0%
r	6384	3.8%
n	5469	3.2%
L	5231	3.1%
y	5000	3.0%
i	4950	2.9%
h	4823	2.9%
l	4807	2.9%
v	4798	2.8%
A	4712	2.8%
I	4091	2.4%
R	3419	2.0%
1	2496	1.5%
2	1621	1.0%
5	1529	0.9%
N	1387	0.8%
3	1163	0.7%
Other values (36)	6460	3.8%

colors
Categorical

HIGH CARDINALITY
MISSING

Distinct	1679
Distinct (%)	33.9%
Missing	57
Missing (%)	1.1%
Memory size	39.2 KiB

Black	1321
Black/ White	494
Silver	135
White	123
White/ Black	107
Other values (1674)	2767

Common Values
Overview

Value	Count	Frequency (%)
Black	1321	26.4%
Black/ White	494	9.9%
Silver	135	2.7%
White	123	2.5%
White/ Black	107	2.1%
Gray	61	1.2%
Various	52	1.0%
Black/ Red	37	0.7%
Black/Silver	31	0.6%
Black/White	29	0.6%
Black/ Silver	27	0.5%
Black/ White/ Red	27	0.5%
Black/ White/ Pink	25	0.5%
Gold	22	0.4%
Silver/ Black	21	0.4%
Black/ White/ Gold	18	0.4%
Blue	18	0.4%
Black/ Blue	17	0.3%
White/ Black/ Gold	16	0.3%
Black/ white	14	0.3%
Black/Red	14	0.3%
White/Black	14	0.3%
Black/ Gold	14	0.3%
Black/ Gray	13	0.3%
Brown	12	0.2%
Other values (1654)	2285	45.7%
(Missing)	57	1.1%

Frequencies of value counts

Unique

Unique	1339 ?
Unique (%)	27.1%

Histogram of lengths of the category

Length

Max length	229
Median length	12
Mean length	17.51658673
Min length	3

Overview of Unicode Properties

Unique unicode characters	73
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	8961	10.2%
l	7716	8.8%
e	7293	8.3%
a	6636	7.6%
/	5945	6.8%
i	4958	5.7%
B	4447	5.1%
c	4420	5.0%
k	4385	5.0%
r	3656	4.2%
t	3408	3.9%
h	2724	3.1%
o	2408	2.7%
n	2344	2.7%
W	1943	2.2%
d	1724	2.0%
G	1677	1.9%
u	1492	1.7%
S	1132	1.3%
y	1102	1.3%
v	893	1.0%
s	850	1.0%
P	760	0.9%
R	735	0.8%
g	713	0.8%
Other values (48)	5331	6.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	59148	67.5%
Uppercase Letter	13283	15.2%
Space Separator	8961	10.2%
Other Punctuation	6020	6.9%
Decimal Number	83	0.1%
Open Punctuation	56	0.1%
Close Punctuation	56	0.1%
Dash Punctuation	45	0.1%
Math Symbol	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
B	4447	33.5%
W	1943	14.6%
G	1677	12.6%
S	1132	8.5%
P	760	5.7%
R	735	5.5%
C	478	3.6%
M	363	2.7%
T	221	1.7%
D	214	1.6%
O	207	1.6%
L	195	1.5%
A	174	1.3%
Y	174	1.3%
V	126	0.9%
F	125	0.9%
E	73	0.5%
I	66	0.5%
N	64	0.5%
H	43	0.3%
J	34	0.3%
Q	10	0.1%
U	10	0.1%
K	6	< 0.1%
X	5	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
l	7716	13.0%
e	7293	12.3%
a	6636	11.2%
i	4958	8.4%
c	4420	7.5%
k	4385	7.4%
r	3656	6.2%
t	3408	5.8%
h	2724	4.6%
o	2408	4.1%
n	2344	4.0%
d	1724	2.9%
u	1492	2.5%
y	1102	1.9%
v	893	1.5%
s	850	1.4%
g	713	1.2%
m	624	1.1%
p	611	1.0%
w	497	0.8%
b	412	0.7%
z	95	0.2%
f	90	0.2%
x	53	0.1%
q	42	0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	5945	98.8%
&	45	0.7%
;	19	0.3%
:	6	0.1%
.	4	0.1%
#	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	8961	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	45	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	16	19.3%
1	13	15.7%
5	12	14.5%
3	10	12.0%
0	10	12.0%
6	9	10.8%
8	5	6.0%
7	3	3.6%
4	3	3.6%
9	2	2.4%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	56	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	56	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	72431	82.6%
Common	15222	17.4%

Most frequent Latin characters

Value	Count	Frequency (%)
l	7716	10.7%
e	7293	10.1%
a	6636	9.2%
i	4958	6.8%
B	4447	6.1%
c	4420	6.1%
k	4385	6.1%
r	3656	5.0%
t	3408	4.7%
h	2724	3.8%
o	2408	3.3%
n	2344	3.2%
W	1943	2.7%
d	1724	2.4%
G	1677	2.3%
u	1492	2.1%
S	1132	1.6%
y	1102	1.5%
v	893	1.2%
s	850	1.2%
P	760	1.0%
R	735	1.0%
g	713	1.0%
m	624	0.9%
p	611	0.8%
Other values (27)	3780	5.2%

Most frequent Common characters

Value	Count	Frequency (%)
	8961	58.9%
/	5945	39.1%
(	56	0.4%
)	56	0.4%
-	45	0.3%
&	45	0.3%
;	19	0.1%
2	16	0.1%
1	13	0.1%
5	12	0.1%
3	10	0.1%
0	10	0.1%
6	9	0.1%
:	6	< 0.1%
8	5	< 0.1%
.	4	< 0.1%
7	3	< 0.1%
4	3	< 0.1%
9	2	< 0.1%
#	1	< 0.1%
+	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	87653	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	8961	10.2%
l	7716	8.8%
e	7293	8.3%
a	6636	7.6%
/	5945	6.8%
i	4958	5.7%
B	4447	5.1%
c	4420	5.0%
k	4385	5.0%
r	3656	4.2%
t	3408	3.9%
h	2724	3.1%
o	2408	2.7%
n	2344	2.7%
W	1943	2.2%
d	1724	2.0%
G	1677	1.9%
u	1492	1.7%
S	1132	1.3%
y	1102	1.3%
v	893	1.0%
s	850	1.0%
P	760	0.9%
R	735	0.8%
g	713	0.8%
Other values (48)	5331	6.1%

approx_price_EUR
Categorical

HIGH CARDINALITY

Distinct	110
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

70	302
100	278
80	264
120	246
150	241
Other values (105)	3673

Common Values
Overview

Value	Count	Frequency (%)
70	302	6.0%
100	278	5.6%
80	264	5.3%
120	246	4.9%
150	241	4.8%
90	240	4.8%
110	218	4.4%
130	214	4.3%
60	183	3.7%
50	179	3.6%
200	153	3.1%
180	146	2.9%
140	143	2.9%
40	142	2.8%
30	139	2.8%
170	134	2.7%
160	132	2.6%
250	113	2.3%
230	110	2.2%
20	103	2.1%
190	101	2.0%
220	101	2.0%
210	88	1.8%
300	86	1.7%
280	70	1.4%
Other values (85)	878	17.5%

Frequencies of value counts

Unique

Unique	30 ?
Unique (%)	0.6%

Histogram of lengths of the category

Length

Max length	5
Median length	3
Mean length	2.694244604
Min length	2

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	5622	41.7%
1	2246	16.7%
2	1413	10.5%
3	902	6.7%
5	717	5.3%
7	578	4.3%
4	577	4.3%
8	530	3.9%
6	458	3.4%
9	434	3.2%
B	1	< 0.1%
l	1	< 0.1%
a	1	< 0.1%
c	1	< 0.1%
k	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13477	> 99.9%
Lowercase Letter	4	< 0.1%
Uppercase Letter	1	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	5622	41.7%
1	2246	16.7%
2	1413	10.5%
3	902	6.7%
5	717	5.3%
7	578	4.3%
4	577	4.3%
8	530	3.9%
6	458	3.4%
9	434	3.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
B	1	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
l	1	25.0%
a	1	25.0%
c	1	25.0%
k	1	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13477	> 99.9%
Latin	5	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
0	5622	41.7%
1	2246	16.7%
2	1413	10.5%
3	902	6.7%
5	717	5.3%
7	578	4.3%
4	577	4.3%
8	530	3.9%
6	458	3.4%
9	434	3.2%

Most frequent Latin characters

Value	Count	Frequency (%)
B	1	20.0%
l	1	20.0%
a	1	20.0%
c	1	20.0%
k	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13482	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	5622	41.7%
1	2246	16.7%
2	1413	10.5%
3	902	6.7%
5	717	5.3%
7	578	4.3%
4	577	4.3%
8	530	3.9%
6	458	3.4%
9	434	3.2%
B	1	< 0.1%
l	1	< 0.1%
a	1	< 0.1%
c	1	< 0.1%
k	1	< 0.1%

img_url
URL

Distinct	4782
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

http://cdn2.gsmarena.com/vv/bigpic/apple-ipad-3-new.jpg	4
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-s-4-i9500-black-mist.jpg	4
http://cdn2.gsmarena.com/vv/bigpic/htc-one-m8.jpg	4
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-s5-g900f.jpg	4
http://cdn2.gsmarena.com/vv/bigpic/lg-g2-mini-ofic1.jpg	3
Other values (4777)	4985

Value	Count	Frequency (%)
http://cdn2.gsmarena.com/vv/bigpic/apple-ipad-3-new.jpg	4	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-s-4-i9500-black-mist.jpg	4	0.1%
http://cdn2.gsmarena.com/vv/bigpic/htc-one-m8.jpg	4	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-s5-g900f.jpg	4	0.1%
http://cdn2.gsmarena.com/vv/bigpic/lg-g2-mini-ofic1.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-tab-4-70.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/lg-g3-1.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/apple-ipad2-new.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-tab-4-101.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-note5.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/huawei-ascend-p1-new.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-tab-pro-122.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/asus-transformer-infinity.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/blackberry-curve-9350-9360-9370.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/sony-xperia-e1.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-tab-4-80.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-note-pro-122.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/alcatel-pixi3-70.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/sony-xperia-m2.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-tab-3-101-p5200.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/lenovo-ideatab-s6000.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/motorola-moto-xt316-new.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/samsung-galaxy-s6-edge-plus.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/motorola-xoom.jpg	3	0.1%
http://cdn2.gsmarena.com/vv/bigpic/sony-xperia-tablet-z-new.jpg	2	< 0.1%
Other values (4757)	4926	98.4%

Value	Count	Frequency (%)
http	5004	100.0%

Value	Count	Frequency (%)
cdn2.gsmarena.com	5004	100.0%

Value	Count	Frequency (%)
/vv/bigpic/htc-one-m8.jpg	4	0.1%
/vv/bigpic/apple-ipad-3-new.jpg	4	0.1%
/vv/bigpic/samsung-galaxy-s5-g900f.jpg	4	0.1%
/vv/bigpic/samsung-galaxy-s-4-i9500-black-mist.jpg	4	0.1%
/vv/bigpic/motorola-xoom.jpg	3	0.1%
/vv/bigpic/sony-xperia-m2.jpg	3	0.1%
/vv/bigpic/samsung-galaxy-tab-4-101.jpg	3	0.1%
/vv/bigpic/motorola-moto-xt316-new.jpg	3	0.1%
/vv/bigpic/samsung-galaxy-s6-edge-plus.jpg	3	0.1%
/vv/bigpic/lg-g3-1.jpg	3	0.1%
/vv/bigpic/lg-g2-mini-ofic1.jpg	3	0.1%
/vv/bigpic/samsung-tab-pro-122.jpg	3	0.1%
/vv/bigpic/huawei-ascend-p1-new.jpg	3	0.1%
/vv/bigpic/sony-xperia-e1.jpg	3	0.1%
/vv/bigpic/samsung-galaxy-tab-4-70.jpg	3	0.1%
/vv/bigpic/asus-transformer-infinity.jpg	3	0.1%
/vv/bigpic/samsung-note-pro-122.jpg	3	0.1%
/vv/bigpic/blackberry-curve-9350-9360-9370.jpg	3	0.1%
/vv/bigpic/samsung-galaxy-note5.jpg	3	0.1%
/vv/bigpic/samsung-galaxy-tab-4-80.jpg	3	0.1%
/vv/bigpic/apple-ipad2-new.jpg	3	0.1%
/vv/bigpic/samsung-galaxy-tab-3-101-p5200.jpg	3	0.1%
/vv/bigpic/lenovo-ideatab-s6000.jpg	3	0.1%
/vv/bigpic/alcatel-pixi3-70.jpg	3	0.1%
/vv/bigpic/samsung-galaxy-tab-s-8.4.jpg	2	< 0.1%
Other values (4757)	4926	98.4%

Value	Count	Frequency (%)
	5004	100.0%

Value	Count	Frequency (%)
	5004	100.0%

df_index

df_index

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	df_index	brand	model	network_technology	2G_bands	3G_bands	4G_bands	network_speed	GPRS	EDGE	announced	status	dimentions	weight_g	weight_oz	SIM	display_type	display_resolution	display_size	OS	CPU	Chipset	GPU	memory_card	internal_memory	RAM	primary_camera	secondary_camera	loud_speaker	audio_jack	WLAN	bluetooth	GPS	NFC	radio	USB	sensors	battery	colors	approx_price_EUR	img_url
0	0	Acer	Iconia Talk S	GSM / HSPA / LTE	GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2	HSDPA 850 / 1900 / 2100	LTE band 1(2100)/ 3(1800)/ 7(2600)/ 8(900)/ 20(800)	HSPA 42.2/11.5 Mbps LTE Cat4 150/50 Mbps	Yes	Yes	2016 August	Available. Released 2016 October	191.7 x 101 x 9.4 mm (7.55 x 3.98 x 0.37 in)	260	9.17	Dual SIM (Micro-SIM/Nano-SIM)	IPS LCD capacitive touchscreen 16M colors	7.0 inches (~69.8% screen-to-body ratio)	720 x 1280 pixels (~210 ppi pixel density)	Android 6.0 (Marshmallow)	Quad-core 1.3 GHz Cortex-A53	Mediatek MT8735	Mali-T720MP2	microSD up to 128 GB (dedicated slot)	16/32 GB	2 GB RAM	13 MP/ autofocus	2 MP/ 720p	Yes	Yes	Wi-Fi 802.11 a/b/g/n/ Wi-Fi Direct/ hotspot	4.0/ A2DP	Yes with A-GPS GLONASS	NaN	FM radio	microUSB 2.0	Accelerometer/ proximity	Non-removable Li-Ion 3400 mAh battery (12.92 Wh)	Black	170	http://cdn2.gsmarena.com/vv/bigpic/acer-iconia-talk-s.jpg
1	1	Acer	Liquid Z6 Plus	GSM / HSPA / LTE	GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2 (dual-SIM model only)	HSDPA	LTE	HSPA 42.2/5.76 Mbps LTE Cat4 150/50 Mbps	Yes	Yes	2016 August	Available. Released 2016 December	153.8 x 75.6 x 8.5 mm (6.06 x 2.98 x 0.33 in)	169	5.96	Single SIM (Micro-SIM) or Dual SIM (Micro-SIM/ dual stand-by)	IPS LCD capacitive touchscreen 16M colors	5.5 inches (~71.7% screen-to-body ratio)	1080 x 1920 pixels (~401 ppi pixel density)	Android 6.0 (Marshmallow)	Octa-core 1.3 GHz Cortex-A53	Mediatek MT6753	Mali-T720MP3	microSD up to 256 GB (uses SIM 2 slot)	32 GB	3 GB RAM	13 MP/ autofocus/ LED flash	5 MP	Yes	Yes	Wi-Fi 802.11 b/g/n/ Wi-Fi Direct/ hotspot	4.0/ A2DP	Yes with A-GPS	NaN	FM radio	microUSB 2.0	Fingerprint (front-mounted)/ accelerometer/ proximity	Removable Li-Po 4080 mAh battery	Black/ White	250	http://cdn2.gsmarena.com/vv/bigpic/acer-liquid-z6-plus.jpg
2	2	Acer	Liquid Z6	GSM / HSPA / LTE	GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2 (dual-SIM model only)	HSDPA	LTE	HSPA LTE	Yes	Yes	2016 August	Available. Released 2016 December	-	NaN	NaN	Single SIM (Micro-SIM) or Dual SIM (Micro-SIM/ dual stand-by)	IPS LCD capacitive touchscreen 16M colors	5.0 inches	720 x 1280 pixels (~294 ppi pixel density)	Android 6.0 (Marshmallow)	Quad-core 1.25 GHz Cortex-A53	Mediatek MT6737	Mali-T720MP2	microSD up to 256 GB	8 GB	1 GB RAM	8 MP/ autofocus/ LED flash	2 MP	Yes	Yes	Yes	Yes	Yes with A-GPS	NaN	FM radio	microUSB 2.0	Accelerometer/ proximity	Removable Li-Ion 2000 mAh battery	Black/ White	120	http://cdn2.gsmarena.com/vv/bigpic/acer-liquid-z6.jpg
3	3	Acer	Iconia Tab 10 A3-A40	No cellular connectivity	NA	NaN	NaN	NaN	No	No	2016 April	Available. Released 2016 June	259 x 167 x 8.9 mm (10.20 x 6.57 x 0.35 in)	NaN	NaN	No	IPS LCD capacitive touchscreen 16M colors	10.1 inches (~68.4% screen-to-body ratio)	1920 x 1200 pixels (~224 ppi pixel density)	Android 6.0 (Marshmallow)	Quad-core 1.3 GHz Cortex-A53	Mediatek MT8163A	Mali-T720 MP2	microSD up to 256 GB (dedicated slot)	16/32/64 GB	2 GB RAM	5 MP	2 MP	Yes with stereo speakers (4 speakers)	Yes	Wi-Fi 802.11 a/b/g/n/ac/ dual-band/ hotspot	Yes	NaN	NaN	No	microUSB 2.0	Accelerometer	Non-removable Li-Ion battery	Black	230	http://cdn2.gsmarena.com/vv/bigpic/acer-iconia-tab-10-a3-a40.jpg
4	4	Acer	Liquid X2	GSM / HSPA / LTE	GSM 850 / 900 / 1800 / 1900	HSDPA 900 / 1900 / 2100 - Europe/ Taiwan	LTE 800 / 1800 / 2100 / 2600 - Europe	HSPA 42.2/5.76 Mbps LTE Cat4 150/50 Mbps	Yes	Yes	2015 April	Available. Released 2016 February	153.3 x 78.8 x 8.5 mm (6.04 x 3.10 x 0.33 in)	166	5.86	Triple SIM (Micro-SIM)	IPS LCD capacitive touchscreen 16M colors	5.5 inches (~69.0% screen-to-body ratio)	720 x 1280 pixels (~267 ppi pixel density)	Android 5.1 (Lollipop)	Octa-core 1.3 GHz Cortex-A53	Mediatek MT6753	Mali-T720MP4	microSD up to 32 GB (dedicated slot)	32 GB	3 GB RAM	13 MP/ f/1.8/ autofocus/ LED flash/	13 MP/ f/1.8/ autofocus/ LED flash	Yes	Yes	Wi-Fi 802.11 b/g/n/ hotspot	4.0/ A2DP/ LE	Yes with A-GPS	NaN	FM radio	microUSB 2.0	Accelerometer/ proximity/ compass	Removable Li-Po 4020 mAh battery	Black/ Gold	230	http://cdn2.gsmarena.com/vv/bigpic/acer-liquid-x2-1.jpg
5	6	Acer	Liquid Zest Plus	GSM / HSPA / LTE	GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2 (dual-SIM model only)	HSDPA	LTE	HSPA LTE	Yes	Yes	2016 April	Available. Released 2016 July	154 x 77 x 10 mm (6.06 x 3.03 x 0.39 in)	NaN	NaN	Single SIM (Micro-SIM) or Dual SIM (Micro-SIM/ dual stand-by)	IPS LCD capacitive touchscreen 16M colors	5.5 inches (~70.3% screen-to-body ratio)	720 x 1280 pixels (~267 ppi pixel density)	Android 6.0 (Marshmallow)	Quad-core 1.3 GHz Cortex-A53	Mediatek MT6735	Mali-T720MP2	microSD (dedicated slot)	16 GB	2 GB RAM	13 MP/ phase detection/laser autofocus/ LED flash	5 MP	Yes	Yes	Yes	Yes	Yes with A-GPS	NaN	FM radio	microUSB 2.0	Accelerometer/ proximity/ compass	Non-removable Li-Ion 5000 mAh battery	Blue/ White	200	http://cdn2.gsmarena.com/vv/bigpic/acer-liquid-zest-plus-z628.jpg
6	7	Acer	Liquid Zest	GSM / HSPA / LTE	GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2 (dual-SIM model only)	HSDPA 850 / 900 / 1900 / 2100	LTE	HSPA LTE Cat4 150/50 Mbps	Yes	Yes	2016 February	Available. Released 2016 April	145.7 x 71.2 x 8.4 mm (5.74 x 2.80 x 0.33 in)	125	4.41	Single SIM (Micro-SIM) or Dual SIM (Micro-SIM/ dual stand-by)	IPS LCD capacitive touchscreen 16M colors	5.0 inches (~66.4% screen-to-body ratio)	720 x 1280 pixels (~294 ppi pixel density)	Android 6.0 (Marshmallow)	Quad-core 1.3 GHz - Z525	Mediatek MT6580 - Z525	Mali-400MP2 - Z525	microSD up to 32 GB (dedicated slot)	8 GB	1 GB RAM	8 MP/ f/2.0/ autofocus/ LED flash	5 MP	Yes	Yes	Yes	4.0/ A2DP	Yes with A-GPS	NaN	FM radio	microUSB 2.0	Accelerometer/ proximity/ compass	Removable Li-Ion 2000 mAh battery	Black/ White	110	http://cdn2.gsmarena.com/vv/bigpic/acer-zest.jpg
7	8	Acer	Predator 8	No cellular connectivity	NA	NaN	NaN	NaN	No	No	2015 September	Available. Released 2015 November	217.9 x 127 x 8.6 mm (8.58 x 5.0 x 0.34 in)	353.8	12.49	No	IPS LCD capacitive touchscreen 16M colors	8.0 inches (~67.1% screen-to-body ratio)	1920 x 1200 pixels (~283 ppi pixel density)	Android 5.0 (Lollipop)	Quad-core 1.6 GHz	Intel Atom x7-Z8700	NaN	microSD up to 256 GB (dedicated slot)	32/64 GB	2 GB RAM	5 MP	2 MP	Yes with stereo speakers (4 speakers)	Yes	Wi-Fi 802.11 a/b/g/n	4.0/ A2DP/ LE	NaN	NaN	No	microUSB 2.0	Yes	Non-removable Li-Po 4420 mAh battery	Black/Silver	350	http://cdn2.gsmarena.com/vv/bigpic/acer-predator-8.jpg
8	9	Acer	Liquid Jade Primo	GSM / HSPA / LTE	GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2	HSDPA 850 / 900 / 1900 / 2100 - Europe/ Taiwan	LTE 800 / 1800 / 2100 / 2600 - Europe	HSPA 42.2/5.76 Mbps LTE-A (2CA) Cat6 300/50 Mbps	Yes	Yes	2015 September	Available. Released 2016 April	156.5 x 75.9 x 8.4 mm (6.16 x 2.99 x 0.33 in)	150	5.29	Dual SIM (Nano-SIM/ dual stand-by)	AMOLED capacitive touchscreen 16M colors	5.5 inches (~70.2% screen-to-body ratio)	1080 x 1920 pixels (~401 ppi pixel density)	Microsoft Windows 10	Hexa-core (4x1.4 GHz Cortex-A53 & 2x1.8 GHz Cortex-A57)	Qualcomm MSM8992 Snapdragon 808	Adreno 418	microSD up to 256 GB (uses SIM 2 slot)	32 GB	3 GB RAM	21 MP/ f/2.2/ autofocus/ dual-LED flash/	8 MP/ f/2.2/ 1080p@30fps	Yes	Yes	Wi-Fi 802.11 a/b/g/n/ac/ dual-band/ WiFi Direct/ hotspot	4.0/ A2DP/ LE/ EDR	Yes with A-GPS	NaN	FM radio	3.1/ Type-C 1.0 reversible connector	Accelerometer/ gyro/ proximity/ compass	Non-removable Li-Po 2870 mAh battery	Black	220	http://cdn2.gsmarena.com/vv/bigpic/acer-liquid-jade-primo-.jpg
9	10	Acer	Liquid Z330	GSM / HSPA / LTE	GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2 (dual-SIM model only)	HSDPA	LTE	HSPA LTE	Yes	Yes	2015 September	Available. Released 2015 October	136 x 66.5 x 9.6 mm (5.35 x 2.62 x 0.38 in)	142	5.01	Single SIM (Micro-SIM) or Dual SIM (Micro-SIM/ dual stand-by)	IPS LCD capacitive touchscreen 16M colors	4.5 inches (~61.7% screen-to-body ratio)	480 x 854 pixels (~218 ppi pixel density)	Android 5.1 (Lollipop)	Quad-core 1.1 GHz Cortex-A7	Qualcomm MSM8909 Snapdragon 210	Adreno 304	microSD (dedicated slot)	8 GB	1 GB RAM	5 MP/ autofocus/ LED flash	5 MP	Yes	Yes	Yes	4.0/ A2DP	Yes with A-GPS	NaN	FM radio	microUSB 2.0	Accelerometer/ proximity	Removable Li-Ion 2000 mAh battery	Mystic Black/ Pure White	110	http://cdn2.gsmarena.com/vv/bigpic/acer-liquid-z320-z330.jpg

Last rows

	df_index	brand	model	network_technology	2G_bands	3G_bands	4G_bands	network_speed	GPRS	EDGE	announced	status	dimentions	weight_g	weight_oz	SIM	display_type	display_resolution	display_size	OS	CPU	Chipset	GPU	memory_card	internal_memory	RAM	primary_camera	secondary_camera	loud_speaker	audio_jack	WLAN	bluetooth	GPS	NFC	radio	USB	sensors	battery	colors	approx_price_EUR	img_url
4994	8582	ZTE	Score	CDMA / EVDO	CDMA 800 / 1900 / 1700 / 2100	CDMA2000 1xEV-DO	NaN	EV-DO Rev.A 3.1 Mbps	No	No	2011 September	Available. Released 2011 September	112 x 61.4 x 12.5 mm (4.41 x 2.42 x 0.49 in)	122	4.3	Mini-SIM	TFT capacitive touchscreen 256K colors	3.5 inches (~53.0% screen-to-body ratio)	320 x 480 pixels (~165 ppi pixel density)	Android 2.3.4 (Gingerbread)	600 MHz	NaN	NaN	microSD up to 32 GB (dedicated slot) 4 GB included	512 MB	NaN	3.15 MP	No	Yes	Yes	Wi-Fi 802.11 b/g/ hotspot	2.1/ A2DP/ EDR	Yes with A-GPS	NaN	No	microUSB 2.0	Accelerometer/ proximity/ compass	Removable Li-Ion 1200 mAh battery	Black	90	http://cdn2.gsmarena.com/vv/bigpic/zte-score.jpg
4995	8583	ZTE	Avail	GSM / HSPA	GSM 850 / 900 / 1800 / 1900	HSDPA 850 / 1900 / 2100	NaN	HSPA 7.2/2 Mbps	Yes	Yes	2011 October	Available. Released 2011 December	116 x 62 x 13 mm (4.57 x 2.44 x 0.51 in)	127	4.48	Mini-SIM	TFT capacitive touchscreen 256K colors	3.5 inches (~50.7% screen-to-body ratio)	320 x 480 pixels (~165 ppi pixel density)	Android 2.3 (Gingerbread)	NaN	NaN	NaN	microSD up to 32 GB (dedicated slot)	512 MB	512 MB RAM	5 MP/ autofocus	No	Yes	Yes	Wi-Fi 802.11 b/g/ hotspot	2.0/ A2DP	Yes	NaN	No	microUSB 2.0	Accelerometer/ proximity/ compass	Removable Li-Ion 1800 mAh battery	Black	330	http://cdn2.gsmarena.com/vv/bigpic/zte-avail.jpg
4996	8585	ZTE	V9	GSM / HSPA	GSM 850 / 900 / 1800 / 1900	HSDPA 900 / 2100	NaN	HSPA 10.2/2 Mbps	No	No	2010 October	Available. Released 2011 Q1	192 x 110 x 12.6 mm (7.56 x 4.33 x 0.50 in)	403	14.22	Mini-SIM	TFT resistive touchscreen 256K colors	7.0 inches (~66.0% screen-to-body ratio)	480 x 800 pixels (~133 ppi pixel density)	Android 2.1 (Eclair)/ upgradable to 2.2 (Froyo)	NaN	NaN	NaN	microSD up to 32 GB (dedicated slot)	512 MB	512 MB RAM	3.15 MP	No	Yes	Yes	Wi-Fi 802.11 b/g/n/ hotspot (Android 2.2)	2.1/ A2DP/ EDR	Yes with A-GPS	NaN	No	microUSB 2.0	Accelerometer/ compass	Non-removable Li-Ion 3400 mAh battery	Black	170	http://cdn2.gsmarena.com/vv/bigpic/zte-v9.jpg
4997	8587	ZTE	Skate	GSM / HSPA	GSM 900 / 1800 / 1900	HSDPA 900 / 2100	NaN	HSPA	Yes	Yes	2011 February	Available. Released 2011 September	125.9 x 67.8 x 10.4 mm (4.96 x 2.67 x 0.41 in)	120	4.23	Mini-SIM	TFT capacitive touchscreen 16M colors	4.3 inches (~61.7% screen-to-body ratio)	480 x 800 pixels (~217 ppi pixel density)	Android 2.3 (Gingerbread)	800MHz	NaN	NaN	microSD up to 32 GB (dedicated slot)	NaN	512 MB RAM	5 MP/ autofocus/ LED flash	No	Yes	Yes	Wi-Fi 802.11 b/g/ hotspot	2.1/ A2DP/ EDR	Yes with A-GPS	NaN	NaN	microUSB 2.0	Accelerometer/ proximity/ compass	Removable Li-Ion 1400 mAh battery	Black	250	http://cdn2.gsmarena.com/vv/bigpic/zte-skate.jpg
4998	8588	ZTE	V821	GSM	GSM 850 / 900 / 1800 / 1900 - SIM 1 & SIM 2	NaN	NaN	NaN	Yes	Yes	2011 June	Available. Released 2011 June	116 x 56.5 x 11.8 mm (4.57 x 2.22 x 0.46 in)	120	4.23	Dual SIM (Mini-SIM)	TFT resistive touchscreen 65K colors	NaN	320 x 240 pixels	Android 2.2 (Froyo)	416 MHz	Mediatek MT6516	NaN	microSD up to 32 GB (dedicated slot)	256 MB	NaN	2 MP/ autofocus	No	Yes	Yes	Wi-Fi 802.11 b/g/ hotspot	2.1/ A2DP	Yes with A-GPS	NaN	FM radio	microUSB 2.0	NaN	Removable Li-Ion battery	Black	220	http://cdn2.gsmarena.com/vv/bigpic/ZTE-V821.jpg
4999	8591	ZTE	Racer II	GSM / HSPA	GSM 900 / 1800 / 1900	HSDPA 900 / 2100	NaN	HSPA 3.6/0.384 Mbps	Yes	Yes	2011 August	Available. Released 2011 September	104 x 55.4 x 13.5 mm (4.09 x 2.18 x 0.53 in)	100	3.53	Mini-SIM	TFT capacitive touchscreen 256K colors	2.8 inches (~42.1% screen-to-body ratio)	240 x 320 pixels (~143 ppi pixel density)	Android 2.2 (Froyo)	500 MHz ARM 11	NaN	NaN	microSD up to 32 GB (dedicated slot)	256 MB	512 MB RAM	3.15 MP	No	Yes	Yes	Wi-Fi 802.11 b/g	2.1/ A2DP/ EDR	Yes with A-GPS	Optional	Stereo FM radio/ RDS	microUSB	Accelerometer/ proximity/ compass	Removable Li-Ion 1100 mAh battery	Black	200	http://cdn2.gsmarena.com/vv/bigpic/zte-racer-ii.jpg
5000	8592	ZTE	Libra	GSM / HSPA	GSM 850 / 900 / 1800 / 1900	HSDPA 900 / 2100	NaN	HSPA	Yes	Yes	2011 February	Available. Released 2011 September	-	NaN	NaN	Mini-SIM	TFT capacitive touchscreen 256K colors	3.5 inches	480 x 800 pixels (~267 ppi pixel density)	Android 2.1 (Eclair)/ upgradable to 2.2 (Froyo)	600 MHz ARM 11	Qualcomm MSM7227 Snapdragon S1	Adreno 200	microSD (dedicated slot)	NaN	NaN	3.15 MP	No	Yes	Yes	Wi-Fi 802.11 b/g/ hotspot (Android 2.2)	2.1/ A2DP	Yes with A-GPS	NaN	FM radio	microUSB 2.0	Accelerometer/ proximity/ compass	Removable Li-Ion battery	Black/ Silver	190	http://cdn2.gsmarena.com/vv/bigpic/zte-libra.jpg
5001	8594	ZTE	Blade	GSM / HSPA	GSM 900 / 1800 / 1900	HSDPA 900 / 2100	NaN	HSPA 7.2/5.76 Mbps	Yes	Yes	2010 October. Released 2010 November	Discontinued	116 x 56.5 x 11.8 mm (4.57 x 2.22 x 0.46 in)	110	3.88	Mini-SIM	AMOLED or LCD capacitive touchscreen 256K colors	3.5 inches (~53.2% screen-to-body ratio)	480 x 800 pixels (~267 ppi pixel density)	Android 2.1 (Eclair)/ upgradable to 2.2 (Froyo)	600 MHz ARM 11	Qualcomm MSM7227 Snapdragon S1	Adreno 200	microSD up to 32 GB (dedicated slot) 2 GB included	512 MB	512 MB RAM	3.15 MP/ autofocus	No	Yes	Yes	Wi-Fi 802.11 b/g/ hotspot (Android 2.2)	2.1/ A2DP/ EDR	Yes with A-GPS	NaN	Stereo FM radio/ RDS	microUSB 2.0	Accelerometer/ proximity/ compass	Removable Li-Ion 1250 mAh battery	Black	170	http://cdn2.gsmarena.com/vv/bigpic/zte-blade-new.jpg
5002	8606	ZTE	F107	GSM / UMTS	GSM 900 / 1800 / 1900	UMTS 2100	NaN	Yes 384 kbps	Yes	NaN	2010. Released 2010	Discontinued	105.7 x 46 x 12.6 mm (4.16 x 1.81 x 0.50 in)	90	3.17	Mini-SIM	TFT 65K colors	2.0 inches (~25.9% screen-to-body ratio)	176 x 220 pixels (~141 ppi pixel density)	NaN	NaN	NaN	NaN	microSD up to 8 GB (dedicated slot)	35 MB	NaN	2 MP	No	Yes	No	No	2.1/ A2DP	No	NaN	No	2	NaN	Removable Li-Ion battery	Black	60	http://cdn2.gsmarena.com/vv/bigpic/zte-f107.jpg
5003	8608	ZTE	Racer	GSM / HSPA	GSM 900 / 1800 / 1900	HSDPA 900 / 2100	NaN	HSPA 7.2/0.384 Mbps	Yes	Yes	2010 July. Released 2010 July	Discontinued	102 x 55 x 14.5 mm (4.02 x 2.17 x 0.57 in)	100	3.53	Mini-SIM	TFT resistive touchscreen 256K colors	2.8 inches (~43.3% screen-to-body ratio)	240 x 320 pixels (~143 ppi pixel density)	Android 2.1 (Eclair)	600 MHz ARM 11	Qualcomm MSM7227 Snapdragon S1	Adreno 200	microSD up to 8 GB (dedicated slot)	256 MB	256 MB RAM	3.15 MP/ autofocus	No	Yes	Yes	Wi-Fi 802.11 b/g	2.0/ A2DP	Yes with A-GPS	NaN	Stereo FM radio/ RDS	microUSB 2.0	NaN	Removable Li-Ion 1100 mAh battery	Black	180	http://cdn2.gsmarena.com/vv/bigpic/zte-racer.jpg

Overview

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Most frequent Common characters

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Most frequent ASCII characters

Most occurring characters

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Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Decimal Number characters

Most frequent Dash Punctuation characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most frequent Math Symbol characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Dash Punctuation characters

Most frequent Open Punctuation characters

Most frequent Lowercase Letter characters

Most frequent Close Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most frequent Dash Punctuation characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Lowercase Letter characters

Most frequent Decimal Number characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters